{"id":"W3191407948","doi":"","title":"Do Less Teaching, Do More Coaching: Toward Critical Thinking for Ethical Applications of Artificial Intelligence","year":2021,"lang":"en","type":"article","venue":"DergiPark (Istanbul University)","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Coaching; Psychology; Critical thinking; Engineering ethics; Mathematics education; Engineering; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08077731,0.001270646,0.0008524529,0.006087182,0.01315772,0.02547036,0.002958616,0.01092539,0.003026691],"category_scores_gemma":[0.07001341,0.0007857198,0.0008638873,0.002462815,0.1064982,0.02164106,0.01260598,0.01816858,0.001005804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01699068,"about_ca_system_score_gemma":0.0308804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003434409,"about_ca_topic_score_gemma":0.004318399,"domain_scores_codex":[0.9371828,0.05304072,0.001263721,0.0025404,0.004015628,0.001956852],"domain_scores_gemma":[0.847635,0.120858,0.007742596,0.004262603,0.01089819,0.008603651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002230448,0.0000973404,0.0007732868,0.0003139245,0.00001453408,0.0002228862,0.08973835,0.0003714156,0.0002183725,0.8700827,0.01183528,0.02630967],"study_design_scores_gemma":[0.00002334446,0.00002226491,0.000265531,0.0009906127,0.000006098322,0.0001212213,0.02937794,0.000789361,0.000263886,0.9065446,0.06156789,0.00002727553],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02298659,0.01942643,0.1554843,0.6511434,0.003257687,0.0005546146,0.00003615204,0.0002571189,0.1468537],"genre_scores_gemma":[0.7727369,0.009942103,0.1596502,0.04234983,0.001487443,0.001178574,0.00004564559,0.0002516586,0.01235767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08077731,"threshold_uncertainty_score":0.4271963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07179026193143197,"score_gpt":0.3702349598426699,"score_spread":0.298444697911238,"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."}}