{"id":"W7036184684","doi":"","title":"Bereavement issues among Filipinos in America","year":2017,"lang":"en","type":"dissertation","venue":"CSUN ScholarWorks (California State University, Northridge)","topic":"Potato Plant Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Faith; Chapel; EPIC; Quarter (Canadian coin); Grief","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":[],"category_scores_codex":[0.0004872449,0.0005782648,0.0007116811,0.0002611618,0.0009404841,0.0004980579,0.001775505,0.0005347225,0.001419765],"category_scores_gemma":[0.0001438236,0.0003292903,0.0002829497,0.0007426723,0.000215935,0.0006526834,0.0003130189,0.001680155,0.0006903361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003155362,"about_ca_system_score_gemma":0.0001025665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00966993,"about_ca_topic_score_gemma":0.08810037,"domain_scores_codex":[0.9962874,0.0003252829,0.0004480703,0.001032956,0.0008814497,0.00102482],"domain_scores_gemma":[0.9982156,0.0002034165,0.0005236968,0.0003445137,0.000283658,0.0004291178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001118296,0.0006453765,0.5311286,0.0002179857,0.0002174706,0.001859516,0.0009786186,0.0001073168,0.003675508,0.00004347663,0.0140475,0.4459603],"study_design_scores_gemma":[0.0004982396,0.0001429644,0.6373476,0.0004597989,0.00004426107,0.000003226561,0.001754891,0.0001223823,0.0004312858,0.000103485,0.3582564,0.0008355185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823248,0.0005088046,0.000002112614,0.0003629605,0.0003219619,0.0007518004,0.002158707,0.0001192854,0.01344959],"genre_scores_gemma":[0.8731204,0.006154992,0.00006536693,0.00008823423,0.0003254808,0.00001467118,0.01803541,0.00001459975,0.1021808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4451248,"threshold_uncertainty_score":0.9999159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347100593643918,"score_gpt":0.2364974639362091,"score_spread":0.2230264579997699,"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."}}