{"id":"W4404778293","doi":"10.1080/13576275.2024.2434467","title":"Queer Eye and grief","year":2024,"lang":"en","type":"article","venue":"Mortality","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Queer; Grief; Psychoanalysis; Psychology; Sociology; Criminology; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002615771,0.00008806834,0.0001007297,0.00002687371,0.0000519955,0.00003041938,0.00004860503,0.00005921533,0.001220686],"category_scores_gemma":[0.000003107488,0.00007554055,0.00003353211,0.00007348731,0.00005762012,0.00005030983,0.00002902395,0.0001169852,0.000403345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003021572,"about_ca_system_score_gemma":0.00002029691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001788426,"about_ca_topic_score_gemma":0.0003090428,"domain_scores_codex":[0.9992011,0.00005188448,0.0001482659,0.0002801863,0.00009940063,0.0002192173],"domain_scores_gemma":[0.9996242,0.0000198648,0.00001619166,0.0002233045,0.000008096139,0.0001083355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003670677,0.0002956027,0.5884347,0.0007785107,0.0002880363,0.000281699,0.007248802,1.371539e-7,0.000465625,0.2939986,0.08433203,0.02383959],"study_design_scores_gemma":[0.000219193,0.00007228152,0.8815118,0.00003560215,0.00003281905,0.000006326949,0.0003848647,0.00001007551,0.0001223569,0.004770908,0.1127148,0.0001189396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9084904,0.001286841,0.00007688788,0.000485526,0.001903883,0.0001545175,0.0000395107,0.0001145914,0.08744788],"genre_scores_gemma":[0.9883758,0.00003499636,0.0000231769,0.0007245486,0.0001807703,0.00002655073,0.0000175841,0.00001200464,0.0106045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2930771,"threshold_uncertainty_score":0.9996923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.051711257758003,"score_gpt":0.4028495028133089,"score_spread":0.3511382450553059,"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."}}