{"id":"W1553674504","doi":"10.1002/9781118624944.ch16","title":"Teaching and Learning Family Therapy","year":2013,"lang":"en","type":"other","venue":"","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; University of Calgary","funders":"","keywords":"Family therapy; Variety (cybernetics); Psychology; Medical education; Marital Therapy; Psychotherapist; Medicine; Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000336926,0.0003361182,0.000342447,0.0002164898,0.0001311761,0.0000662175,0.0001876094,0.0004981153,0.01032721],"category_scores_gemma":[0.000007946789,0.0002787565,0.00007731809,0.00004475832,0.00006975577,0.00002438026,0.00002400481,0.001193849,0.000969563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001324024,"about_ca_system_score_gemma":0.00001286455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009844909,"about_ca_topic_score_gemma":0.00009523826,"domain_scores_codex":[0.9985997,0.0002948959,0.0001824522,0.0004613249,0.0001347392,0.0003268691],"domain_scores_gemma":[0.999282,0.0001197236,0.0001449344,0.0003600028,0.00001507207,0.00007825177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001680585,0.00005749799,0.0003380865,0.00001208365,0.0002437948,0.000006020911,0.01203025,5.90044e-7,0.00008514138,0.005376317,0.7171999,0.2646335],"study_design_scores_gemma":[0.0005843942,0.00009834494,0.0006241879,0.0000344296,0.00001118313,0.000006528636,0.007409423,0.00007315382,1.125846e-8,0.0001253084,0.9906788,0.0003541703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01249138,0.01135898,0.002799195,0.00004949383,0.001010072,0.0003274925,0.000004465222,0.000592237,0.9713667],"genre_scores_gemma":[0.002064905,0.004799061,0.001617988,0.001679134,0.0006567073,0.00003490665,0.00002144853,0.0006211749,0.9885046],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2734789,"threshold_uncertainty_score":0.9999664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786916966235446,"score_gpt":0.2914480601456517,"score_spread":0.2735788904832973,"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."}}