{"id":"W2136385538","doi":"10.22230/ijepl.2008v3n5a70","title":"A Study of Counselors' Legal Challenges and Their Perceptions of Their Ability to Respond","year":2008,"lang":"en","type":"article","venue":"International Journal of Education Policy and Leadership","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Licensure; Perception; Medical education; Psychology; Engineering ethics; Medicine; Political science; Law; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01182459,0.0002841043,0.0003451782,0.001167669,0.006014695,0.003657307,0.0008622376,0.001267302,0.001856595],"category_scores_gemma":[0.05022194,0.0005549169,0.0003080196,0.000831199,0.002682232,0.001669361,0.001597777,0.002788165,0.0002659015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002154683,"about_ca_system_score_gemma":0.00664201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01842232,"about_ca_topic_score_gemma":0.03329552,"domain_scores_codex":[0.9907666,0.00558727,0.00051671,0.000279007,0.001833639,0.001016786],"domain_scores_gemma":[0.9451233,0.02888037,0.01025644,0.001059738,0.006460879,0.008219187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001229612,0.001313524,0.2314294,0.0001880934,0.00004768353,0.001148002,0.7216023,0.00006125233,0.00203551,0.0005945278,0.002054273,0.03940247],"study_design_scores_gemma":[0.0000237745,0.0007712602,0.1415614,0.0001282089,0.00001618879,0.001019121,0.8464464,0.0002120047,0.0004527882,0.0002375133,0.009087966,0.00004337066],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976553,0.0001577366,0.0001776533,0.0005788814,0.00001518737,0.00003866342,0.00001110064,0.000004854804,0.001360539],"genre_scores_gemma":[0.9976833,0.0002835556,0.0004885474,0.0003154191,0.00001662079,0.00004881806,0.00001727865,0.000003046825,0.001143409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01842232,"threshold_uncertainty_score":0.06253517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2093777887488734,"score_gpt":0.4193167433861827,"score_spread":0.2099389546373093,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}