{"id":"W4379386875","doi":"10.1080/03069885.2023.2219109","title":"Living with loss","year":2023,"lang":"en","type":"article","venue":"British Journal of Guidance and Counselling","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; University of Calgary","funders":"","keywords":"Psychology; Sociology","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":[0.00192878,0.0004408779,0.000600879,0.0005418352,0.007309256,0.004416122,0.0008133689,0.001796431,0.02259169],"category_scores_gemma":[0.007951696,0.000158739,0.0004990984,0.0003843932,0.006059698,0.004654604,0.007711398,0.00552066,0.006003994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00150053,"about_ca_system_score_gemma":0.004957526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002585175,"about_ca_topic_score_gemma":0.003841742,"domain_scores_codex":[0.9980374,0.0006211791,0.00006100472,0.0001449916,0.0004590765,0.0006763212],"domain_scores_gemma":[0.9975666,0.0001944884,0.0002344334,0.0001684714,0.0003023909,0.001533717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001251871,0.0003433391,0.01378832,0.0003281205,0.0001339622,0.006759693,0.06786998,0.0003558773,0.0009668358,0.134419,0.5435261,0.2313836],"study_design_scores_gemma":[0.00002383411,0.0002496187,0.008412451,0.001774034,0.00004840158,0.01790009,0.08021627,0.0002060978,0.000315658,0.0860054,0.8047788,0.00006944894],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1288392,0.02416316,0.008504761,0.3227119,0.01125327,0.0001622808,0.0003901443,0.0003979747,0.5035773],"genre_scores_gemma":[0.7534123,0.02554862,0.003708825,0.06693639,0.002373001,0.0001476196,0.0004503811,0.0002039913,0.1472189],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02259169,"threshold_uncertainty_score":0.07557672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02154522047390462,"score_gpt":0.3012629751456776,"score_spread":0.279717754671773,"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."}}