{"id":"W4385595217","doi":"10.59962/9780774832717-001","title":"Preface","year":2017,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001464561,0.0008754986,0.000745155,0.002236317,0.006487562,0.006246659,0.001736392,0.001828728,0.490777],"category_scores_gemma":[0.006945874,0.0003828335,0.0005753337,0.002607654,0.001242322,0.003328902,0.002620002,0.003684842,0.275319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007436125,"about_ca_system_score_gemma":0.01066173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08270073,"about_ca_topic_score_gemma":0.1120422,"domain_scores_codex":[0.9986179,0.0001364397,0.00006665386,0.0002361467,0.0007430533,0.0001997859],"domain_scores_gemma":[0.9951492,0.0003732393,0.0001048498,0.0003455355,0.003157028,0.000870211],"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":[0.00001281632,0.000006904501,0.00008374928,0.00004509649,7.297451e-7,0.00003235826,0.0001321755,0.0000164324,0.00004153009,0.003908266,0.9774911,0.01822874],"study_design_scores_gemma":[0.000001128821,0.000003273574,0.0001839795,0.00004423748,4.09414e-7,0.00002184787,0.0001193845,0.000006176919,0.00001467947,0.0004025323,0.9992003,0.00000206637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008616654,0.007283646,0.00159538,0.02387139,0.07556913,0.0003064608,0.008486724,0.0008598653,0.8811657],"genre_scores_gemma":[0.003276541,0.002915307,0.0007410115,0.003827689,0.004785842,0.00009437639,0.004333405,0.0003775009,0.9796482],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.509223,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03832430963618782,"score_gpt":0.2629477201123268,"score_spread":0.224623410476139,"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."}}