{"id":"W2564980420","doi":"10.35502/jcswb.30","title":"Canada’s Hub Model: Calling for Perceptions and Feedback from those Clients at the Focus of Collaborative Risk-Driven Intervention","year":2016,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Intervention (counseling); Focus (optics); Perception; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01863116,0.0008923456,0.00068145,0.001688077,0.01030574,0.007242995,0.003700076,0.002133758,0.00751341],"category_scores_gemma":[0.04000619,0.0005321397,0.0005254296,0.001606586,0.00464124,0.00431535,0.005539153,0.003532528,0.001053526],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0564115,"about_ca_system_score_gemma":0.2862743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9072894,"about_ca_topic_score_gemma":0.9681215,"domain_scores_codex":[0.9853931,0.007857298,0.0002870282,0.0007505684,0.003699989,0.002012014],"domain_scores_gemma":[0.968384,0.008251592,0.001293882,0.001776471,0.01218843,0.008105599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001212157,0.002216928,0.1304164,0.001195784,0.0002300559,0.0008166012,0.08642723,0.006036191,0.001779224,0.06952084,0.2380196,0.4621291],"study_design_scores_gemma":[0.0009678309,0.002054567,0.1593571,0.005506043,0.000965443,0.000870741,0.2724228,0.04087479,0.00708857,0.08562559,0.4232359,0.001030723],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.404079,0.00305944,0.08481473,0.3011295,0.001481009,0.005850288,0.001757524,0.002272842,0.1955557],"genre_scores_gemma":[0.9248775,0.001271099,0.04862573,0.009073118,0.00004775348,0.001461801,0.0003342132,0.0001824147,0.01412641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9435885,"threshold_uncertainty_score":0.409296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.063792154017629,"score_gpt":0.3983528986253132,"score_spread":0.3345607446076842,"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."}}