{"id":"W4312368582","doi":"10.1007/978-3-031-15290-0_28","title":"Conclusion","year":2022,"lang":"en","type":"book-chapter","venue":"Lifelong learning book series","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Existentialism; Injustice; Psychology; Epistemology; Psychoanalysis; Sociology; Psychotherapist; Philosophy; Social 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003530382,0.0005104233,0.0005784481,0.0001882377,0.0009865792,0.00004610636,0.0003052175,0.000381837,0.06874788],"category_scores_gemma":[0.00001893942,0.0005540706,0.0002126829,0.00003340008,0.0002104679,0.0002304285,0.0004174965,0.001652096,0.002090163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003636517,"about_ca_system_score_gemma":0.0001567793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003144112,"about_ca_topic_score_gemma":0.00006288522,"domain_scores_codex":[0.9975091,0.0001460064,0.0005587225,0.0007351012,0.0004857581,0.0005653261],"domain_scores_gemma":[0.9985873,0.0001270053,0.0004874718,0.0005366941,0.00004708285,0.0002144246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004208255,0.00006028474,0.000587728,0.0002953346,0.0002854363,0.0004130881,0.01286514,0.00001128444,0.00003264885,0.9116275,0.06570759,0.007693135],"study_design_scores_gemma":[0.0004983733,0.0008701286,0.0004345867,0.0001782866,0.00006800189,0.0001030482,0.001041137,4.666217e-7,0.00001398369,0.001247176,0.995028,0.0005167963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008687538,0.00517301,0.000006676088,0.000690985,0.003108917,0.0005262266,0.00004847159,0.0004153457,0.9891616],"genre_scores_gemma":[0.002431778,0.00178071,0.00005616277,0.002210613,0.0008139857,0.00008333755,0.0005664137,0.000198845,0.9918582],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9293205,"threshold_uncertainty_score":0.9996911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584226801504402,"score_gpt":0.3024961087351126,"score_spread":0.2766538407200685,"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."}}