{"id":"W4232118529","doi":"10.24124/2002/bpgub239","title":"Dad violence against mom: A very bumpy road.","year":2002,"lang":"en","type":"dissertation","venue":"","topic":"Stalking, Cyberstalking, and Harassment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec; University of British Columbia","funders":"Yale University; U.S. Department of Defense","keywords":"Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003726902,0.0003499594,0.0003827643,0.0002014689,0.000797906,0.0002646223,0.0005510468,0.0005042389,0.004145143],"category_scores_gemma":[0.0001244981,0.000351358,0.0002469736,0.0003436881,0.0001262588,0.0002362844,0.00002789027,0.0003638825,0.0005516838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004011097,"about_ca_system_score_gemma":0.0003488639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009237104,"about_ca_topic_score_gemma":0.018299,"domain_scores_codex":[0.9972593,0.0001168226,0.0003836469,0.0005933722,0.001004334,0.0006425786],"domain_scores_gemma":[0.9989054,0.00007181187,0.0003103032,0.0003358307,0.0001586962,0.0002179083],"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":[0.0001033685,0.0005962698,0.001515748,0.0002256539,0.0003413185,0.0001404178,0.1342307,0.00001519954,0.0005916905,0.05488436,0.07305888,0.7342964],"study_design_scores_gemma":[0.001156974,0.0001857575,0.01571405,0.002165563,0.0002657139,0.000001626549,0.1568283,0.0002386571,0.00071007,0.005189739,0.8146675,0.002876076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1394019,0.0009525501,0.000020937,0.00009574024,0.002382111,0.0004530035,0.00001324891,0.0002607975,0.8564197],"genre_scores_gemma":[0.6261366,0.008964865,0.0002250712,0.0005232834,0.001006618,0.00008920751,0.0004542413,0.00006590135,0.3625342],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7416086,"threshold_uncertainty_score":0.9998938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0221529813665966,"score_gpt":0.3124396917448977,"score_spread":0.2902867103783011,"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."}}