{"id":"W2561764458","doi":"","title":"Dynamics of violence between intimate partners in the narratives of incarcerated women in Canada: A violent events perspective","year":2015,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Pierre Elliott Trudeau Foundation","keywords":"Perspective (graphical); Narrative; Criminology; Psychology; Dynamics (music); Domestic violence; Human factors and ergonomics; Poison control; Medical emergency; Medicine; Computer science; Art","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0009528986,0.0001789262,0.0005841198,0.0001031175,0.0001048336,0.000004401898,0.0007382006,0.0001714509,0.0003515698],"category_scores_gemma":[0.00006638142,0.0001906638,0.00006992953,0.0003049739,0.0002406208,0.0002483269,0.00005242424,0.0002220119,8.423188e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006352247,"about_ca_system_score_gemma":0.003622561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966986,"about_ca_topic_score_gemma":0.9981401,"domain_scores_codex":[0.9979814,0.0004773903,0.0002430741,0.0002601804,0.0006631907,0.0003747374],"domain_scores_gemma":[0.998628,0.00008593137,0.0005099531,0.0002026137,0.0004849629,0.00008855167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003268589,0.0001035814,0.03941683,0.0001414644,0.00008560494,0.00001000916,0.9503934,0.00006810802,0.00004564778,0.005006526,0.0000513076,0.004350648],"study_design_scores_gemma":[0.0002312845,0.000049111,0.408371,0.0004048584,0.00001537831,3.52991e-8,0.5898829,0.0001259977,0.000005917151,0.0008046572,0.000004799697,0.000104087],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9036684,0.0003063544,0.000005658143,0.00009849819,0.00008536669,0.0003847954,0.0000892059,0.00000537517,0.09535636],"genre_scores_gemma":[0.9989334,0.0006054474,0.00004896121,0.000004040619,0.00001062922,0.000001999204,0.00007715297,0.000007921147,0.000310476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3689541,"threshold_uncertainty_score":0.9974622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915625327927767,"score_gpt":0.3180567835883045,"score_spread":0.2989005303090268,"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."}}