{"id":"W4413541860","doi":"10.64628/aam.mdxas35um","title":"We need far stronger support systems in the fight against gender-based violence","year":2024,"lang":"en","type":"article","venue":"","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University","funders":"","keywords":"Political science; Criminology; Psychology","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":[0.02724779,0.001101056,0.001973343,0.002074379,0.008002139,0.01398255,0.004426209,0.01750463,0.07636822],"category_scores_gemma":[0.0587462,0.0008392535,0.001486801,0.0009192878,0.008128649,0.01838991,0.0140525,0.01809936,0.008685116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00447176,"about_ca_system_score_gemma":0.024435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006321169,"about_ca_topic_score_gemma":0.009686491,"domain_scores_codex":[0.9834458,0.009299256,0.0005391585,0.001088746,0.001950625,0.00367638],"domain_scores_gemma":[0.905156,0.02846927,0.005161043,0.004534132,0.01337518,0.04330443],"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":[0.0007439536,0.003336929,0.02512784,0.002057249,0.0009084676,0.0007270191,0.005812111,0.002110061,0.003280455,0.2680222,0.2893631,0.3985107],"study_design_scores_gemma":[0.001099766,0.001796629,0.039391,0.01103625,0.0005215261,0.0005215124,0.02575147,0.001544639,0.001159718,0.3778777,0.5389083,0.000391322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01048714,0.01327929,0.00380439,0.9364662,0.008638293,0.0001037014,0.0001520372,0.0001311883,0.02693772],"genre_scores_gemma":[0.5080183,0.02762396,0.0176749,0.3951209,0.02528498,0.0007974451,0.0005253889,0.0001948525,0.02475913],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07636822,"threshold_uncertainty_score":0.2554771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04719992072071669,"score_gpt":0.3295573668337558,"score_spread":0.2823574461130391,"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."}}