{"id":"W4385747804","doi":"10.59962/9780774819534-002","title":"Preface and Acknowledgments","year":2011,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009987877,0.0007841928,0.000645132,0.002267912,0.002960152,0.002993902,0.001418094,0.001303454,0.2191827],"category_scores_gemma":[0.006483034,0.0002801357,0.0003117093,0.00146415,0.0008626477,0.002769672,0.002126405,0.004281543,0.1139777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002157572,"about_ca_system_score_gemma":0.001825018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00327805,"about_ca_topic_score_gemma":0.003772194,"domain_scores_codex":[0.9992439,0.0001358836,0.00005056923,0.0001291789,0.0003734693,0.00006700682],"domain_scores_gemma":[0.9971916,0.0006452326,0.0001201343,0.000177549,0.001433074,0.00043236],"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":[0.00001548365,0.00002439777,0.00005736029,0.0001380426,9.730644e-7,0.00007110264,0.0004879597,0.0000291818,0.0001307194,0.01075783,0.9560903,0.03219672],"study_design_scores_gemma":[0.000001252304,0.000006218381,0.0001191718,0.0001014963,4.882727e-7,0.00005936714,0.0001311617,0.000008442936,0.00003480246,0.001064739,0.9984705,0.000002337829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00183712,0.01888437,0.00520493,0.03155514,0.1355179,0.0006319345,0.00505952,0.0009897754,0.8003192],"genre_scores_gemma":[0.005714048,0.008102623,0.002059097,0.006345258,0.01655608,0.0004296888,0.003494213,0.0005858784,0.9567131],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7808173,"threshold_uncertainty_score":0.7332392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03536248774328745,"score_gpt":0.2376334328259089,"score_spread":0.2022709450826214,"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."}}