{"id":"W1974118115","doi":"10.1080/08865710802146804","title":"Youth Risk Assessment in Complex Agency Practice","year":2008,"lang":"en","type":"article","venue":"Residential Treatment for Children & Youth","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Teamwork; Agency (philosophy); Intervention (counseling); Service (business); Risk assessment; Risk management; Business; Service delivery framework; Risk analysis (engineering); Process management; Nursing; Medicine; Computer science; Computer security; Political science; Sociology; Marketing","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":[0.01212105,0.0003360176,0.0003217977,0.001933425,0.002261873,0.00388888,0.0009848408,0.0008274103,0.004111725],"category_scores_gemma":[0.0302518,0.0003646775,0.0003777308,0.00129339,0.00318235,0.002550709,0.005134167,0.001564667,0.0003360752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003833588,"about_ca_system_score_gemma":0.005609018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006552925,"about_ca_topic_score_gemma":0.008008546,"domain_scores_codex":[0.9845301,0.01112304,0.0008734859,0.0007825323,0.002014752,0.0006760792],"domain_scores_gemma":[0.9795053,0.01000457,0.004545722,0.001588571,0.001731705,0.002624094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001075522,0.001280985,0.506472,0.0003521472,0.000065949,0.001042335,0.05811232,0.002804982,0.000307792,0.03105157,0.00937016,0.3890322],"study_design_scores_gemma":[0.0001984242,0.001298656,0.5800455,0.002593972,0.0001305962,0.006292203,0.1600063,0.0300996,0.001631599,0.1385672,0.07893176,0.0002042782],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9058831,0.001726622,0.02403575,0.01385243,0.00008390506,0.0008113057,0.0001551171,0.000332986,0.05311871],"genre_scores_gemma":[0.986775,0.000638936,0.01085463,0.0001569115,0.00003426172,0.0002011476,0.00004546488,0.00001429389,0.001279345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01212105,"threshold_uncertainty_score":0.06410301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06282120941947861,"score_gpt":0.3443074264980702,"score_spread":0.2814862170785916,"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."}}