Other possible errors

Author: Shayak Sarkar

articles/ai-foundry/concepts/evaluation-evaluators/agent-evaluators.md

@@ -67,7 +67,7 @@ intent_resolution(
 
 ### Intent resolution output
 
-The numerical score on a likert scale (integer 1 to 5) and a higher score is better. Given a numerical threshold (default to 3), we also output "pass" if the score <= threshold, or "fail" otherwise. Using the reason and additional fields can help you understand why the score is high or low.
+The numerical score on a likert scale (integer 1 to 5) and a higher score is better. Given a numerical threshold (default to 3), we also output "pass" if the score >= threshold, or "fail" otherwise. Using the reason and additional fields can help you understand why the score is high or low.
 
 ```python
 {
@@ -134,7 +134,7 @@ tool_call_accuracy(
 
 ### Tool call accuracy output
 
-The numerical score (passing rate of correct tool calls) is 0-1 and a higher score is better. Given a numerical threshold (default to 3), we also output "pass" if the score <= threshold, or "fail" otherwise. Using the reason and tool call detail fields can help you understand why the score is high or low.
+The numerical score (passing rate of correct tool calls) is 0-1 and a higher score is better. Given a numerical threshold (default to 3), we also output "pass" if the score >= threshold, or "fail" otherwise. Using the reason and tool call detail fields can help you understand why the score is high or low.
 
 ```python
 {
@@ -171,7 +171,7 @@ task_adherence(
 
 ### Task adherence output
 
-The numerical score on a likert scale (integer 1 to 5) and a higher score is better. Given a numerical threshold (default to 3), we also output "pass" if the score <= threshold, or "fail" otherwise. Using the reason field can help you understand why the score is high or low.
+The numerical score on a likert scale (integer 1 to 5) and a higher score is better. Given a numerical threshold (default to 3), we also output "pass" if the score >= threshold, or "fail" otherwise. Using the reason field can help you understand why the score is high or low.
 
 ```python
 {

articles/ai-foundry/concepts/evaluation-evaluators/rag-evaluators.md

@@ -60,7 +60,7 @@ retrieval(
 
 ### Retrieval output
 
-The numerical score on a likert scale (integer 1 to 5) and a higher score is better. Given a numerical threshold (a default is set), we also output "pass" if the score <= threshold, or "fail" otherwise. Using the reason field can help you understand why the score is high or low.
+The numerical score on a likert scale (integer 1 to 5) and a higher score is better. Given a numerical threshold (a default is set), we also output "pass" if the score >= threshold, or "fail" otherwise. Using the reason field can help you understand why the score is high or low.
 
 ```python
 {
@@ -160,7 +160,7 @@ document_retrieval_evaluator(retrieval_ground_truth=retrieval_ground_truth, retr
 
 ### Document retrieval output
 
-All numerical scores have `high_is_better=True` except for `holes` and `holes_ratio` which have `high_is_better=False`. Given a numerical threshold (default to 3), we also output "pass" if the score <= threshold, or "fail" otherwise. 
+All numerical scores have `high_is_better=True` except for `holes` and `holes_ratio` which have `high_is_better=False`. Given a numerical threshold (default to 3), we also output "pass" if the score >= threshold, or "fail" otherwise. 
 
 ```python
 {
@@ -203,7 +203,7 @@ groundedness(
 
 ### Groundedness output
 
-The numerical score on a likert scale (integer 1 to 5) and a higher score is better. Given a numerical threshold (default to 3), we also output "pass" if the score <= threshold, or "fail" otherwise. Using the reason field can help you understand why the score is high or low.
+The numerical score on a likert scale (integer 1 to 5) and a higher score is better. Given a numerical threshold (default to 3), we also output "pass" if the score >= threshold, or "fail" otherwise. Using the reason field can help you understand why the score is high or low.
 
 ```python
 {
@@ -273,7 +273,7 @@ relevance(
 
 ### Relevance output
 
-The numerical score on a likert scale (integer 1 to 5) and a higher score is better. Given a numerical threshold (default to 3), we also output "pass" if the score <= threshold, or "fail" otherwise. Using the reason field can help you understand why the score is high or low.
+The numerical score on a likert scale (integer 1 to 5) and a higher score is better. Given a numerical threshold (default to 3), we also output "pass" if the score >= threshold, or "fail" otherwise. Using the reason field can help you understand why the score is high or low.
 
 ```python
 {
@@ -303,7 +303,7 @@ response_completeness(
 
 ### Response completeness output
 
-The numerical score on a likert scale (integer 1 to 5) and a higher score is better. Given a numerical threshold (default to 3), we also output "pass" if the score <= threshold, or "fail" otherwise. Using the reason field can help you understand why the score is high or low.
+The numerical score on a likert scale (integer 1 to 5) and a higher score is better. Given a numerical threshold (default to 3), we also output "pass" if the score >= threshold, or "fail" otherwise. Using the reason field can help you understand why the score is high or low.
 
 ```python
 {

articles/ai-foundry/concepts/evaluation-evaluators/textual-similarity-evaluators.md

@@ -55,7 +55,7 @@ similarity(
 
 ### Similarity output
 
-The numerical score on a likert scale (integer 1 to 5) and a higher score means a higher degree of similarity. Given a numerical threshold (default to 3), we also output "pass" if the score <= threshold, or "fail" otherwise. Using the reason field can help you understand why the score is high or low.
+The numerical score on a likert scale (integer 1 to 5) and a higher score means a higher degree of similarity. Given a numerical threshold (default to 3), we also output "pass" if the score >= threshold, or "fail" otherwise. Using the reason field can help you understand why the score is high or low.
 
 ```python
 {
@@ -84,7 +84,7 @@ f1_score(
 
 ### F1 score output
 
-The numerical score is a 0-1 float and a higher score is better. Given a numerical threshold (default to 0.5), we also output "pass" if the score <= threshold, or "fail" otherwise.
+The numerical score is a 0-1 float and a higher score is better. Given a numerical threshold (default to 0.5), we also output "pass" if the score >= threshold, or "fail" otherwise.
 
 ```python
 {
@@ -112,7 +112,7 @@ bleu_score(
 
 ### BLEU output
 
-The numerical score is a 0-1 float and a higher score is better. Given a numerical threshold (default to 0.5), we also output "pass" if the score <= threshold, or "fail" otherwise.
+The numerical score is a 0-1 float and a higher score is better. Given a numerical threshold (default to 0.5), we also output "pass" if the score >= threshold, or "fail" otherwise.
 
 ```python
 {
@@ -141,7 +141,7 @@ gleu_score(
 
 ### GLEU score output
 
-The numerical score is a 0-1 float and a higher score is better. Given a numerical threshold (default to 0.5), we also output "pass" if the score <= threshold, or "fail" otherwise.
+The numerical score is a 0-1 float and a higher score is better. Given a numerical threshold (default to 0.5), we also output "pass" if the score >= threshold, or "fail" otherwise.
 
 ```python
 {
@@ -170,7 +170,7 @@ rouge(
 
 ### ROUGE score output
 
-The numerical score is a 0-1 float and a higher score is better. Given a numerical threshold (default to 0.5), we also output "pass" if the score <= threshold, or "fail" otherwise.
+The numerical score is a 0-1 float and a higher score is better. Given a numerical threshold (default to 0.5), we also output "pass" if the score >= threshold, or "fail" otherwise.
 
 ```python
 {
@@ -205,7 +205,7 @@ meteor_score(
 
 ### METEOR score output
 
-The numerical score is a 0-1 float and a higher score is better. Given a numerical threshold (default to 0.5), we also output "pass" if the score <= threshold, or "fail" otherwise.
+The numerical score is a 0-1 float and a higher score is better. Given a numerical threshold (default to 0.5), we also output "pass" if the score >= threshold, or "fail" otherwise.
 
 ```python
 {