{"id":"W3217803745","doi":"10.1177/0192513x211055116","title":"Firefighters and Spouses: Hostility, Satisfaction, and Conflict","year":2021,"lang":"en","type":"article","venue":"Journal of Family Issues","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"University of Northern British Columbia","keywords":"Hostility; Spouse; Anger; Psychology; Aggression; Clinical psychology; Social psychology; Mental health; Life satisfaction; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00123859,0.0001847694,0.0003325054,0.0008234269,0.002177893,0.001172479,0.000223753,0.0002431832,0.002699051],"category_scores_gemma":[0.004020602,0.0001896219,0.000267942,0.0006975982,0.0007520943,0.0004886688,0.0009551557,0.0005580098,0.000145164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073267,"about_ca_system_score_gemma":0.001434664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07939884,"about_ca_topic_score_gemma":0.1797161,"domain_scores_codex":[0.9994367,0.0001737331,0.00003956278,0.00003383183,0.0001754651,0.0001406991],"domain_scores_gemma":[0.9987168,0.000227968,0.000525564,0.00003817998,0.0001571251,0.0003343822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006217951,0.00004088544,0.9867015,0.00001271685,0.00002163873,0.0001087907,0.008628652,0.00001468787,0.0001083286,0.00005310002,0.0001457366,0.00410171],"study_design_scores_gemma":[0.000005745971,0.0001212547,0.9607202,0.00001719902,0.00001483149,0.0003096023,0.0379109,0.00006396235,0.00005588246,0.00005639933,0.0007163858,0.000007675083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992439,0.0001385241,0.00002593986,0.0000486732,0.000004486416,0.000004755219,0.00003373134,3.99087e-7,0.0004996333],"genre_scores_gemma":[0.9994794,0.000141478,0.00003182352,0.00004082622,0.00000578807,0.000005072478,0.00004508233,5.41135e-7,0.0002500344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07939884,"threshold_uncertainty_score":0.1578734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109795830467591,"score_gpt":0.4241355960884317,"score_spread":0.3143397656208407,"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."}}