{"id":"W2100089035","doi":"10.1177/1077801208328344","title":"Backlash or Equality?","year":2008,"lang":"en","type":"article","venue":"Violence Against Women","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Backlash; Domestic violence; Construct (python library); Poison control; Law; Gender equality; Suicide prevention; Human factors and ergonomics; Political science; Sociology; Human rights; Criminology; Gender studies; Engineering; Environmental health; Medicine; Computer science","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":[0.0008926886,0.0001634127,0.0002281793,0.0000847209,0.0009908249,0.00004928734,0.0005535125,0.000119052,0.0007527008],"category_scores_gemma":[0.0002112616,0.0001378469,0.00006302215,0.0005350625,0.0006876681,0.0003811718,0.0000842544,0.0001647764,0.001467184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002563755,"about_ca_system_score_gemma":0.0004540779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003721614,"about_ca_topic_score_gemma":0.00002831762,"domain_scores_codex":[0.9977262,0.0002162949,0.0002836195,0.0003541231,0.0005422036,0.0008775271],"domain_scores_gemma":[0.9990551,0.0001238233,0.00008445594,0.0003188459,0.0001181101,0.0002996304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007316382,0.001285651,0.105338,0.0001989683,0.0001790489,0.0008910827,0.3690399,0.00023054,0.005346269,0.2159535,0.02523872,0.2755667],"study_design_scores_gemma":[0.002657264,0.0006698172,0.104858,0.001077132,0.00002422399,0.00003338851,0.1112089,0.0005227583,0.002341702,0.01397985,0.7595847,0.003042237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6879684,0.00007317767,0.0001376654,0.00006458008,0.0003187941,0.0001915936,0.000008435809,0.000200986,0.3110364],"genre_scores_gemma":[0.9878325,0.004343315,0.0002858808,0.001821795,0.0002993263,0.00007527662,0.0000036915,0.00001563051,0.005322611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.734346,"threshold_uncertainty_score":0.9993103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05192020294366149,"score_gpt":0.3331757637265295,"score_spread":0.281255560782868,"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."}}