{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001181062,0.0001256355,0.0002194525,0.0001459444,0.001326899,0.0001657291,0.0005003813,0.0002726468,0.0001742222],"category_scores_gemma":[0.001935685,0.0001519642,0.0001386871,0.0005333934,0.0006643763,0.0001358238,0.0001191769,0.0005834057,0.000009881354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002234186,"about_ca_system_score_gemma":0.001006156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001456879,"about_ca_topic_score_gemma":0.0001899747,"domain_scores_codex":[0.9980641,0.0003784628,0.0002832627,0.0004005566,0.0005214016,0.000352213],"domain_scores_gemma":[0.9974566,0.001449003,0.00007208507,0.0002416484,0.0005611976,0.0002195309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002072433,0.0001968045,0.0002118617,0.00005714692,0.00002149533,0.00001251194,0.03814714,0.0000138802,0.00003782774,0.954856,0.0002705262,0.006154113],"study_design_scores_gemma":[0.0000870541,0.00002192666,0.0001012048,0.00008976366,0.00006667941,0.000002581242,0.2722805,0.00007634288,0.0004496661,0.3566646,0.3698862,0.0002734658],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01259763,0.000140837,0.8673031,0.04689097,0.000550903,0.0004586219,0.00003829706,0.0001614114,0.07185825],"genre_scores_gemma":[0.9558306,0.00005451013,0.0416529,0.0007961331,0.0001806798,0.000008527585,0.00002241788,0.00001318311,0.001441017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.943233,"threshold_uncertainty_score":0.9999732,"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."}}