{"id":"W2106398285","doi":"10.1177/1469787401002002002","title":"Partners for Change","year":2001,"lang":"en","type":"article","venue":"Active Learning in Higher Education","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Teaching staff; Institution; Medical education; The arts; Teaching method; Higher education; Pedagogy; Psychology; Sociology; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006917235,0.0006611103,0.0005236614,0.001187214,0.006164226,0.009433121,0.002144285,0.004803247,0.1915844],"category_scores_gemma":[0.01807396,0.0002865277,0.0005240004,0.001317108,0.00223675,0.006916836,0.01320074,0.007473978,0.04072642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004012488,"about_ca_system_score_gemma":0.01459104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002977076,"about_ca_topic_score_gemma":0.005085267,"domain_scores_codex":[0.991471,0.003349105,0.0002602428,0.001031146,0.002101817,0.001786675],"domain_scores_gemma":[0.9829267,0.001263717,0.000577166,0.001480573,0.004143049,0.00960877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005538865,0.000186299,0.001939843,0.0002189678,0.00001686326,0.0005787106,0.006521815,0.00009679621,0.0005058162,0.1222089,0.6536769,0.2139937],"study_design_scores_gemma":[0.000006893843,0.00001564303,0.0003424475,0.000061424,0.000002502272,0.0001602745,0.002902817,0.00003856439,0.00004163416,0.006640144,0.9897817,0.000006071994],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005828353,0.003301683,0.007267542,0.2150625,0.0130675,0.0004922316,0.0003715733,0.0008604408,0.7537482],"genre_scores_gemma":[0.1297468,0.00281213,0.01333336,0.04830771,0.001311711,0.0007463571,0.0008240828,0.0005051714,0.8024127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1915844,"threshold_uncertainty_score":0.6409136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1539112433750293,"score_gpt":0.3617314745894235,"score_spread":0.2078202312143942,"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."}}