{"id":"W2464923559","doi":"","title":"Partnering for Change: A Collaborative Model for Research on Violence Against Women in Canada","year":2016,"lang":"en","type":"article","venue":"Dutch Crossing","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Collaborative model; 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":[],"consensus_categories":[],"category_scores_codex":[0.02554701,0.000748367,0.0009630577,0.003761809,0.02831321,0.01323204,0.005205087,0.002948158,0.006108907],"category_scores_gemma":[0.04130374,0.0008973595,0.001134814,0.0067301,0.007156739,0.00454483,0.01241826,0.00297814,0.0004205806],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1515862,"about_ca_system_score_gemma":0.4124798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9787171,"about_ca_topic_score_gemma":0.9922329,"domain_scores_codex":[0.9635651,0.02469064,0.0009819531,0.002254793,0.004106737,0.004400744],"domain_scores_gemma":[0.968269,0.01007078,0.001776169,0.002087214,0.007611229,0.01018563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003533031,0.001582328,0.1434796,0.001215587,0.000470517,0.001040154,0.3949843,0.007102366,0.0004832389,0.1752084,0.02937168,0.2447085],"study_design_scores_gemma":[0.0005381138,0.0006708542,0.09133642,0.002791139,0.0007991687,0.0003236488,0.7064235,0.01710674,0.0007663975,0.0540835,0.1248396,0.0003207948],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6281077,0.004726239,0.03025057,0.09280504,0.0006580668,0.008472626,0.001529082,0.0002721347,0.2331786],"genre_scores_gemma":[0.9547549,0.001704377,0.03025622,0.001209767,0.00002394509,0.001934077,0.0003068946,0.00004782347,0.009762006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8484138,"threshold_uncertainty_score":0.9840397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1882510200519204,"score_gpt":0.4536593922630168,"score_spread":0.2654083722110964,"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."}}