{"id":"W4391729731","doi":"10.1007/978-3-031-17299-1_2779","title":"Social Participation","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Chemistry; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008155187,0.000594945,0.0002982225,0.0008276969,0.003491511,0.004611631,0.0008507521,0.001892712,0.1124369],"category_scores_gemma":[0.001202762,0.0001630024,0.0002976555,0.0009696757,0.002882048,0.003077277,0.003684758,0.001761451,0.02574962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001903772,"about_ca_system_score_gemma":0.002560261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004945221,"about_ca_topic_score_gemma":0.009861583,"domain_scores_codex":[0.9992649,0.0002524982,0.00001519676,0.0001006763,0.0002349523,0.0001317629],"domain_scores_gemma":[0.9997426,0.00006579483,0.00001254665,0.00004769906,0.00005940769,0.00007204789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009995496,0.00005353605,0.0001385501,0.000067175,0.000001952987,0.00005901864,0.00429618,0.000082813,0.0001465372,0.7669082,0.1377276,0.09050833],"study_design_scores_gemma":[0.000001965963,0.00000872283,0.0002652098,0.00008914145,0.000001069558,0.00005723439,0.001451365,0.00004391055,0.00005970633,0.05243289,0.9455861,0.000002531472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005145022,0.0004978152,0.0005951244,0.001120353,0.0001911437,0.00002363978,0.0000243111,0.00001668656,0.9970164],"genre_scores_gemma":[0.01744279,0.0007191204,0.0003493745,0.0005282101,0.0001203428,0.00007671692,0.00005245518,0.00002064142,0.9806904],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1124369,"threshold_uncertainty_score":0.3761387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1889173572744244,"score_gpt":0.4574156223274534,"score_spread":0.268498265053029,"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."}}