{"id":"W4200261128","doi":"10.1080/03069885.2021.2003301","title":"Living with loss","year":2021,"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":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Psychology","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":[0.0004661457,0.00007935381,0.0001950346,0.00002859603,0.0001429596,0.00008045581,0.00007385992,0.00004265117,0.0002202341],"category_scores_gemma":[0.000007171504,0.00008433135,0.00004355719,0.00009909056,0.00005182248,0.0001290248,0.000005999635,0.000216351,0.00000782977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001928107,"about_ca_system_score_gemma":0.00007651528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007892704,"about_ca_topic_score_gemma":0.0001591293,"domain_scores_codex":[0.999011,0.00007288545,0.000330432,0.000147149,0.0002025307,0.0002359455],"domain_scores_gemma":[0.9992823,0.00007716942,0.0002144435,0.00008233817,0.0002213266,0.0001224062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005933821,0.002137219,0.2369307,0.00116882,0.001048784,0.0450355,0.02688942,0.0001145172,0.002877497,0.009734581,0.02394597,0.6495236],"study_design_scores_gemma":[0.01072061,0.003211048,0.4028399,0.03316797,0.0004922662,0.3166557,0.03935329,0.00007233801,0.002341765,0.008069997,0.1812805,0.001794694],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.938844,0.05212905,0.00478315,0.00009459774,0.0004528311,0.00003972916,0.000004480797,0.000007854029,0.003644301],"genre_scores_gemma":[0.9763435,0.02003273,0.0009033058,0.0006906349,0.0003400579,0.000001824799,0.000001020287,0.00001595177,0.001670981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.647729,"threshold_uncertainty_score":0.3438933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710381221297863,"score_gpt":0.2894046130346523,"score_spread":0.2723008008216737,"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."}}