{"id":"W2517874009","doi":"10.7202/1037088ar","title":"Social Work Curriculum Review Case Study","year":2016,"lang":"en","type":"article","venue":"Canadian social work review","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Social work; Curriculum; Focus group; Accreditation; Sociology; Service (business); Public relations; Work (physics); Medical education; Service-learning; Pedagogy; Political science; Engineering; Medicine; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01113735,0.0004776738,0.0008709311,0.006604503,0.004953518,0.00198907,0.002413049,0.00211441,0.006208287],"category_scores_gemma":[0.03117821,0.0004375183,0.0007017663,0.01235508,0.001584187,0.001750793,0.003248364,0.001309115,0.001097391],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01615897,"about_ca_system_score_gemma":0.0373169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.126784,"about_ca_topic_score_gemma":0.2827726,"domain_scores_codex":[0.9860653,0.007147891,0.001448469,0.0006600053,0.003407643,0.00127081],"domain_scores_gemma":[0.9830852,0.006695956,0.001408276,0.0009109335,0.006779875,0.00111973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002175714,0.0009550491,0.007515375,0.03019287,0.0001769032,0.01801798,0.09967126,0.0008373479,0.00159566,0.02487857,0.2214478,0.5944936],"study_design_scores_gemma":[0.0000558744,0.000208359,0.007884835,0.00983752,0.00007994309,0.005058451,0.03326303,0.00008674662,0.0005113106,0.0005293926,0.9424479,0.00003660983],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2225771,0.4034422,0.008273269,0.041251,0.004782261,0.01441421,0.003375305,0.0002810771,0.3016036],"genre_scores_gemma":[0.6215587,0.2858536,0.01485226,0.01231493,0.001028056,0.007087072,0.002611483,0.0001689507,0.05452491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9838411,"threshold_uncertainty_score":0.252092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06830627252697011,"score_gpt":0.4077534047838524,"score_spread":0.3394471322568823,"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."}}