{"id":"W2160602468","doi":"10.1177/1077801205276273","title":"Walking a Tightrope","year":2005,"lang":"en","type":"article","venue":"Violence Against Women","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Situated; Racism; Race (biology); Intersectionality; Gender studies; Sociology; Vulnerability (computing); Immigration; Structural violence; Poison control; Suicide prevention; Criminology; Political science; Computer security; Medicine; Law; Politics; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008091286,0.000132911,0.0001559208,0.00008737791,0.000584306,0.0001001928,0.0004528328,0.00008460581,0.0004643612],"category_scores_gemma":[0.00008999094,0.0001252672,0.00005166582,0.0003357576,0.0002562907,0.0004167806,0.00006432592,0.0001493114,0.00154287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003416978,"about_ca_system_score_gemma":0.0001468132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001128987,"about_ca_topic_score_gemma":0.00002609274,"domain_scores_codex":[0.9982031,0.0001249681,0.0002106117,0.0002883829,0.0003912649,0.0007816948],"domain_scores_gemma":[0.999342,0.00005558167,0.0000666572,0.0002345919,0.00008049178,0.0002206371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002811517,0.0001434033,0.005697355,0.00001547853,0.0000234436,0.00001992765,0.04693157,0.000118358,0.00305994,0.07385042,0.001697521,0.8684145],"study_design_scores_gemma":[0.0007881878,0.0001127218,0.02525731,0.0005417206,0.00001189449,0.000002160128,0.02871922,0.0009707614,0.001735383,0.006482055,0.9343006,0.001078004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6098386,0.0001893412,0.0001238902,0.0001646933,0.0001946473,0.0001461012,0.000002787576,0.0001887378,0.3891512],"genre_scores_gemma":[0.9940622,0.00152504,0.0006538579,0.001843095,0.0006126112,0.00005818278,0.000002031445,0.00001372742,0.001229182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9326031,"threshold_uncertainty_score":0.9992346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451180962144789,"score_gpt":0.2945053995431414,"score_spread":0.2799935899216935,"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."}}