{"id":"W2138640213","doi":"10.1177/026975800301000102","title":"Gender Roles and Grief Cycles: Observations on Models of Grief and Coping in Homicide Cases","year":2003,"lang":"en","type":"article","venue":"International Review of Victimology","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Grief; Homicide; Coping (psychology); Psychology; Complicated grief; Disenfranchised grief; Neutrality; Poison control; Human factors and ergonomics; Social psychology; Developmental psychology; Clinical psychology; Psychotherapist; Medicine; Medical emergency","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":[],"consensus_categories":[],"category_scores_codex":[0.0003264399,0.000104752,0.0003003683,0.0001142023,0.00002222145,0.000002681933,0.00008781945,0.00006075943,0.0001877165],"category_scores_gemma":[0.000121023,0.00009765676,0.00003676285,0.00007301362,0.00009618994,0.00006796397,0.00002906989,0.00009471411,0.000003432083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000424832,"about_ca_system_score_gemma":0.00004179328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003103601,"about_ca_topic_score_gemma":0.0001099215,"domain_scores_codex":[0.9988762,0.0001611461,0.0004942706,0.0002166084,0.0001154393,0.0001363831],"domain_scores_gemma":[0.9992211,0.0002963585,0.0002242382,0.0001353641,0.00007869922,0.00004419875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00008762965,0.0004367209,0.1218029,0.001882687,0.0001101107,0.00002807827,0.001121672,0.00003178895,0.0002280224,0.869404,0.001117175,0.003749264],"study_design_scores_gemma":[0.004994175,0.001365691,0.874299,0.01138105,0.0001542219,0.0007753167,0.002349739,0.0002418236,0.001062405,0.08491803,0.01784504,0.0006134976],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488111,0.02602124,0.0003286217,0.001029106,0.0005198976,0.0004294686,0.00006399804,0.000008341949,0.02278826],"genre_scores_gemma":[0.9746601,0.02166612,0.0005081556,0.003002378,0.00001927609,0.00003895401,0.00002459731,0.000009048811,0.00007136963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.784486,"threshold_uncertainty_score":0.3982327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1017898729845821,"score_gpt":0.3966314806154956,"score_spread":0.2948416076309135,"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."}}