{"id":"W2119998084","doi":"10.1177/1049731511425503","title":"Risky Business","year":2011,"lang":"en","type":"article","venue":"Research on Social Work Practice","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Domestic violence; Psychological intervention; Psychology; Service provider; Macro level; Focus group; Macro; Grounded theory; Social psychology; Human factors and ergonomics; Service (business); Poison control; Qualitative research; Environmental health; Business; Sociology; Medicine; 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":[0.002261606,0.0003671052,0.0002319707,0.0007959946,0.003514578,0.00649814,0.000796861,0.001434999,0.04614932],"category_scores_gemma":[0.006780157,0.0001849064,0.0002811144,0.0005627721,0.002929552,0.003822384,0.004453379,0.00179313,0.008190384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239298,"about_ca_system_score_gemma":0.002252409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008841833,"about_ca_topic_score_gemma":0.001424153,"domain_scores_codex":[0.997017,0.001309311,0.0001111356,0.0003415426,0.0008277874,0.0003931814],"domain_scores_gemma":[0.9967757,0.0007888889,0.0006394734,0.0004651485,0.0003905218,0.0009401676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001536473,0.0005431033,0.03129256,0.0003324066,0.00005891115,0.002250503,0.02343141,0.0006822374,0.001669156,0.6852779,0.06100651,0.1933016],"study_design_scores_gemma":[0.0000226773,0.0001454425,0.008588778,0.0004527982,0.00001915024,0.001682843,0.02907403,0.000825877,0.0007497973,0.1682104,0.7901906,0.00003747129],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1686577,0.001712757,0.0127665,0.01799184,0.0005215049,0.000376981,0.0003645663,0.000151349,0.7974569],"genre_scores_gemma":[0.8110077,0.001757242,0.007799258,0.004724661,0.00019686,0.0002802215,0.0003826009,0.00007809245,0.1737734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04614932,"threshold_uncertainty_score":0.1543849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3612673641569287,"score_gpt":0.5224948968825894,"score_spread":0.1612275327256607,"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."}}