{"id":"W4224541027","doi":"10.1177/02610183221088461","title":"Navigating multiple pandemics: A critical analysis of the impact of COVID-19 policy responses on gender-based violence services","year":2022,"lang":"en","type":"article","venue":"Critical Social Policy","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Western University","funders":"","keywords":"Pandemic; Harm; Political science; Coronavirus disease 2019 (COVID-19); Public relations; Economic growth; Medicine; Economics","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.001352719,0.0001878268,0.000473496,0.0002384931,0.00233476,0.00005125617,0.000814146,0.000139285,0.0001677122],"category_scores_gemma":[0.01419537,0.0001577892,0.000726276,0.003200442,0.002204249,0.0000922424,0.0002444195,0.0005082244,0.000002734963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008534349,"about_ca_system_score_gemma":0.002812377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1215316,"about_ca_topic_score_gemma":0.0002423175,"domain_scores_codex":[0.9957134,0.001791735,0.0004979382,0.0003354104,0.0009547475,0.0007068399],"domain_scores_gemma":[0.9955614,0.003422394,0.000146294,0.0002916717,0.0002524264,0.0003258283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0006628593,0.0009838796,0.09444927,0.0003298551,0.0003643741,0.00001271035,0.05589016,0.004803443,0.002523265,0.8361518,0.0001656525,0.003662671],"study_design_scores_gemma":[0.001980453,0.0009581353,0.7014066,0.0003317043,0.001472157,0.000004445342,0.09216017,0.03229912,0.001054673,0.1659365,0.0009913963,0.001404715],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848228,0.0000906186,0.0002931298,0.00801523,0.0001147131,0.0002920195,0.001471824,0.00007957387,0.004820121],"genre_scores_gemma":[0.9956111,0.00001343402,0.0000667096,0.003765023,0.0004662548,0.00004453163,0.00001069434,0.00001526009,0.000007028652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6702154,"threshold_uncertainty_score":0.9989641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08091584126288975,"score_gpt":0.4888279214289833,"score_spread":0.4079120801660935,"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."}}