{"id":"W1503995394","doi":"10.1002/ab.21570","title":"Hostility, flooding, and relationship satisfaction: Predicting trajectories of psychological aggression across the transition to parenthood","year":2014,"lang":"en","type":"article","venue":"Aggressive Behavior","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Hostility; Aggression; Psychology; Poison control; Clinical psychology; Longitudinal study; Injury prevention; Interpersonal relationship; Developmental psychology; Social psychology; Medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006262747,0.0001924593,0.0002054636,0.0003100259,0.0004936431,0.0007408681,0.000300867,0.0004482609,0.002101479],"category_scores_gemma":[0.003318882,0.0003188304,0.0003870805,0.0003610133,0.0002492435,0.0003075903,0.0006138128,0.000831548,0.0001967345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002291774,"about_ca_system_score_gemma":0.0003880537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00943453,"about_ca_topic_score_gemma":0.01429374,"domain_scores_codex":[0.9997568,0.000100829,0.00002183077,0.00002829495,0.00004304256,0.00004925489],"domain_scores_gemma":[0.9986508,0.0003344281,0.000510841,0.00007035598,0.00007471876,0.0003587758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002504957,0.00003659979,0.9980149,0.000002954686,0.00001237268,0.00002517029,0.0001747419,0.00003564125,0.00008099392,0.00001202336,0.00003209911,0.001547433],"study_design_scores_gemma":[0.000001210997,0.00006460629,0.999123,0.000003837447,0.000005897836,0.00004995931,0.0003710231,0.0002967672,0.00001967532,0.00001609508,0.00004656644,0.000001371856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995896,0.00007073193,0.00006172957,0.00004892692,0.000002035605,0.000004832267,0.00005195786,0.000002183331,0.0001679709],"genre_scores_gemma":[0.9994704,0.00007387899,0.000149165,0.00001360974,0.00000218457,0.00001038859,0.0001094163,7.244458e-7,0.0001702631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00943453,"threshold_uncertainty_score":0.01875919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04836227960978376,"score_gpt":0.3972973744688756,"score_spread":0.3489350948590918,"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."}}