{"id":"W2936005159","doi":"10.7202/1058479ar","title":"RESTRUCTURING SOCIAL WORK FIELD EDUCATION IN 21ST CENTURY CANADA","year":2019,"lang":"en","type":"article","venue":"Canadian social work review","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Université de Montréal; University of Calgary","keywords":"Restructuring; Sustainability; Work (physics); Field (mathematics); Public relations; Social work; Political science; Economic growth; Sociology; Economics; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007261154,0.0001601333,0.0003330115,0.00009069078,0.001854347,0.0001043349,0.0003755308,0.0002162715,0.009288226],"category_scores_gemma":[0.0006707993,0.0001978586,0.0001016426,0.003403838,0.00006731518,0.0001796937,0.00001869957,0.0004745843,0.0002838699],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002356762,"about_ca_system_score_gemma":0.01745318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8803809,"about_ca_topic_score_gemma":0.9885166,"domain_scores_codex":[0.9977863,0.0005705926,0.0003429436,0.0002839101,0.0003807044,0.0006355625],"domain_scores_gemma":[0.9988621,0.0002783559,0.0001898723,0.0001524539,0.0001285633,0.0003885937],"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":[0.00000682339,0.00001760481,0.03548962,0.0001902831,0.00001579083,0.000003885615,0.005653685,9.778903e-8,2.000765e-7,0.07793789,0.5662826,0.3144015],"study_design_scores_gemma":[0.00006316595,0.000001958132,0.03790226,0.0003047112,0.00001907822,2.354224e-7,0.008815609,8.85244e-9,1.739245e-7,0.0002184491,0.9524576,0.0002167473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02685618,0.02700016,1.537632e-7,0.3888435,0.005582955,0.001175964,0.000008508038,0.00003769267,0.5504948],"genre_scores_gemma":[0.9183608,0.008103694,0.00005301308,0.04274211,0.002231261,0.00008676131,0.00005144203,0.00004022612,0.02833072],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8915046,"threshold_uncertainty_score":0.9994451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896647160915578,"score_gpt":0.3232216612380403,"score_spread":0.3042551896288845,"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."}}