{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002323838,0.0001052793,0.0001751477,0.00009073878,0.001401326,0.0002161806,0.0002541799,0.00006365803,0.000004736775],"category_scores_gemma":[0.0006025943,0.00008453282,0.00002557169,0.0003957733,0.0003596385,0.0002666102,0.00003916388,0.00009229082,0.000003618776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002439171,"about_ca_system_score_gemma":0.004192219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1957994,"about_ca_topic_score_gemma":0.5160723,"domain_scores_codex":[0.9977992,0.0001102954,0.0001955248,0.0003296921,0.0004004393,0.001164908],"domain_scores_gemma":[0.9985749,0.0006860396,0.00005380669,0.0001436329,0.0003841646,0.0001575065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001691311,0.0002452995,0.01545161,0.0003309032,0.00004500413,0.00004301308,0.3255657,0.004825084,0.01558383,0.116018,0.004710285,0.5154899],"study_design_scores_gemma":[0.008256696,0.0006429906,0.02766169,0.007785229,0.00001343731,5.853564e-7,0.2028445,0.5697784,0.01074234,0.06589246,0.1038442,0.002537509],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988162,0.00008593653,0.003360268,0.0005901441,0.0002635128,0.00133298,0.0001722024,0.00002946954,0.006003456],"genre_scores_gemma":[0.9972863,0.00008277827,0.0004158558,0.0003321861,0.0001783504,0.001249957,0.000001798146,0.0000161107,0.0004366332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5649533,"threshold_uncertainty_score":0.9998987,"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."}}