{"id":"W4407967921","doi":"10.5771/9780761864837","title":"Dead'er","year":2014,"lang":"en","type":"book","venue":"Hamilton eBooks","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003282527,0.0005219586,0.0006103278,0.0001879212,0.0001465385,0.00002688766,0.0003981681,0.000750052,0.002406978],"category_scores_gemma":[0.000003114343,0.0005064459,0.0002438181,0.0000157573,0.0001697557,0.00001532729,0.00007694722,0.0007065155,0.009100939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003053118,"about_ca_system_score_gemma":0.0002385646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001498203,"about_ca_topic_score_gemma":0.0002374249,"domain_scores_codex":[0.9974494,0.0001352687,0.0005471692,0.0007531112,0.0003573876,0.0007576718],"domain_scores_gemma":[0.9981263,0.00009511497,0.0003331052,0.001070147,0.00005481478,0.0003204757],"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":[0.00007466368,0.00007289567,0.00004194391,0.000369095,0.0001676692,0.00007307513,0.002247617,4.549582e-8,0.0000277973,0.1843495,0.7827533,0.02982237],"study_design_scores_gemma":[0.0008848686,0.0002848048,0.0002251376,0.0002648205,0.00008410613,0.00003283553,0.00006065099,5.859116e-7,0.00006529124,0.009172264,0.9884477,0.0004769828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007133741,0.0003702301,0.00008187594,0.00002686574,0.003754953,0.0007383852,0.00007301655,0.0002204725,0.9940208],"genre_scores_gemma":[0.002533026,0.00001727297,0.00007983603,0.004081925,0.001396809,0.0001338135,0.0002476044,0.0001746115,0.9913351],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2056943,"threshold_uncertainty_score":0.9997387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03716464397720632,"score_gpt":0.3230507160034921,"score_spread":0.2858860720262857,"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."}}