{"id":"W4366523840","doi":"10.1037/amp0001163","title":"Martin Y. Iguchi (1955–2021).","year":2023,"lang":"en","type":"article","venue":"American Psychologist","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"","keywords":"Champion; PsycINFO; Corporation; Rand corporation; Obituary; Management; Psychology; Political science; Library science; Sociology; Law; MEDLINE","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002215725,0.0001497017,0.0002760544,0.0002658387,0.0007864961,0.00001273144,0.000440702,0.00006165881,0.003134307],"category_scores_gemma":[0.001496163,0.0001342194,0.00005259051,0.002654277,0.000663162,0.0001004001,0.0001368444,0.00046802,0.03662369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001228475,"about_ca_system_score_gemma":0.000316984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001726588,"about_ca_topic_score_gemma":0.0003378556,"domain_scores_codex":[0.9962043,0.0009820845,0.0007418692,0.0004927517,0.0003676651,0.001211336],"domain_scores_gemma":[0.997168,0.001285832,0.0004512067,0.0006615122,0.00009754889,0.0003359132],"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":[0.00002175156,0.00001588395,0.1678586,0.0000190965,0.000006173642,0.00001276015,0.00352362,0.000002159415,0.0003384793,0.001029331,0.7921718,0.03500028],"study_design_scores_gemma":[0.0003988949,0.0001200053,0.398378,0.00001476377,0.000002750646,0.000001477554,0.006856219,0.00003857106,0.000006063062,0.0004305177,0.5936119,0.0001408549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7654125,0.00000609865,0.0006420381,0.117146,0.001780365,0.0008003268,0.00009722683,0.0006979675,0.1134175],"genre_scores_gemma":[0.9038886,0.00008615052,0.00109252,0.08322781,0.0005375751,0.0004410486,0.00002554386,0.00003337877,0.01066741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2305194,"threshold_uncertainty_score":0.997777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6921409914328306,"score_gpt":0.758467541467315,"score_spread":0.0663265500344844,"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."}}