{"id":"W4406366930","doi":"10.4324/9780429059070","title":"Living Beyond Loss","year":2025,"lang":"en","type":"book","venue":"","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000763412,0.0005217489,0.0003704323,0.0004369427,0.003248229,0.004270996,0.0007168101,0.001837712,0.02868576],"category_scores_gemma":[0.001620791,0.0001866795,0.0004480161,0.0002651165,0.004969453,0.004630371,0.004114784,0.005352042,0.01186338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319992,"about_ca_system_score_gemma":0.001995439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001786809,"about_ca_topic_score_gemma":0.005054116,"domain_scores_codex":[0.999415,0.0002156397,0.00001356858,0.00006054865,0.0001905737,0.0001045256],"domain_scores_gemma":[0.999606,0.0001183787,0.00002029256,0.00004339554,0.00006169373,0.0001503332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002465848,0.00006911495,0.0002484166,0.0001971696,0.000008685611,0.0004396393,0.018225,0.00009997882,0.0007256581,0.2292477,0.6178721,0.1328419],"study_design_scores_gemma":[0.000002743779,0.0000193122,0.0003121716,0.0003019102,0.000002556296,0.0006380274,0.00494036,0.00003457819,0.0001104892,0.02443567,0.9691954,0.000006852239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003374966,0.02940472,0.004683988,0.03328253,0.008912958,0.00007438967,0.00008070718,0.0002544967,0.9199313],"genre_scores_gemma":[0.04035395,0.01760948,0.003217243,0.02454003,0.001216637,0.00009824643,0.0001059489,0.0002098146,0.9126486],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02868576,"threshold_uncertainty_score":0.09596342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0238866746191288,"score_gpt":0.3416769450403447,"score_spread":0.3177902704212159,"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."}}