{"id":"W4386589335","doi":"10.5281/zenodo.8335290","title":"Comparative Legal Review of the Impact of Gender Stereotyping on Judicial Decisions: In Violence Against Women Cases Across the Pacific Island Region","year":2020,"lang":"en","type":"book","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"International Human Rights and Reproductive Law","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of the United Kingdom","keywords":"Political science; Criminology; Geography; Gender studies; Psychology; Sociology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001081643,0.000147545,0.0003142494,0.00007962067,0.001531771,0.000160932,0.001168467,0.00006983741,0.001082038],"category_scores_gemma":[0.0009431256,0.00008445798,0.0001428412,0.0003364788,0.0009217289,0.0001234691,0.0005100955,0.0004264958,0.0001746512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005663306,"about_ca_system_score_gemma":0.00007231216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000113424,"about_ca_topic_score_gemma":0.00001376269,"domain_scores_codex":[0.9975334,0.0008483309,0.000382616,0.0003362825,0.0006556184,0.0002437783],"domain_scores_gemma":[0.9982225,0.0001495942,0.0004243296,0.0003699377,0.0007728068,0.00006082858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007577032,0.0004305615,0.00001675791,0.0008864406,0.0004732132,0.00007855304,0.122652,0.0002891301,0.0001059827,0.2356843,0.598719,0.03990635],"study_design_scores_gemma":[0.0002024214,0.0002234039,0.0006383965,0.004337654,0.00001105882,0.00001448237,0.00247278,0.00001397403,0.00001768081,0.003374296,0.9885446,0.0001492207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02796996,0.002021396,0.00003412337,0.001251797,0.0002275258,0.001771966,0.000650295,0.00006684607,0.9660061],"genre_scores_gemma":[0.9688479,0.01011364,0.000002959547,0.000199382,0.0004247711,1.885867e-7,0.0002220939,0.0002876361,0.01990145],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9461046,"threshold_uncertainty_score":0.9998311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1088111170706644,"score_gpt":0.3554062058329983,"score_spread":0.2465950887623339,"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."}}