{"id":"W7043742842","doi":"","title":"Transforming Social Work Field Education: New Insights from Practice Research and Scholarship","year":2022,"lang":"en","type":"book","venue":"PRISM (University of Calgary)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Field (mathematics); Social work; Engaged scholarship; Work (physics); Social change; Social research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006269106,0.0007709824,0.0007264457,0.003636469,0.02634847,0.02599581,0.002717169,0.004167849,0.003352529],"category_scores_gemma":[0.004707074,0.0004330236,0.0003739152,0.008444417,0.05918589,0.008450668,0.008496134,0.005676668,0.0004484504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1088758,"about_ca_system_score_gemma":0.1649457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8133304,"about_ca_topic_score_gemma":0.9323668,"domain_scores_codex":[0.9951443,0.001869557,0.00009680894,0.0002067642,0.001657525,0.001025009],"domain_scores_gemma":[0.9948571,0.002877914,0.0001598514,0.0002450277,0.0008388108,0.001021272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001070043,0.00002989525,0.0006585536,0.0003216235,0.000003804816,0.0006122401,0.287187,0.0002224146,0.0001550869,0.583001,0.05067995,0.0771178],"study_design_scores_gemma":[0.000005549231,0.00001390963,0.001198285,0.0007807239,0.000004592102,0.0002411507,0.2299077,0.0002094167,0.0001352666,0.04673736,0.7207453,0.00002076752],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05121671,0.101389,0.008568021,0.1219761,0.002785418,0.0001953941,0.0001619688,0.0002319979,0.7134753],"genre_scores_gemma":[0.6425555,0.08410636,0.01119985,0.01099259,0.0007446621,0.0002147439,0.0002362557,0.0002824206,0.2496677],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8133304,"threshold_uncertainty_score":0.789953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06464306150979124,"score_gpt":0.3482822344710793,"score_spread":0.283639172961288,"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."}}