{"id":"W600693024","doi":"10.5651/jaas.24.251","title":"","year":2011,"lang":"en","type":"article","venue":"Japanese Journal of Administrative Science","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009468311,0.0002369104,0.0002676979,0.00122942,0.003060922,0.004219205,0.0004525621,0.0008151035,0.1692431],"category_scores_gemma":[0.002723621,0.0002156091,0.0002099413,0.001354607,0.0009847911,0.001550057,0.001342398,0.001171289,0.05119922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002488564,"about_ca_system_score_gemma":0.007824806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01476757,"about_ca_topic_score_gemma":0.028131,"domain_scores_codex":[0.9993431,0.0001021625,0.00006655764,0.00008862388,0.0002567461,0.0001427689],"domain_scores_gemma":[0.9979062,0.0001745144,0.00009701368,0.0001965688,0.001086851,0.0005388418],"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":[0.00006057542,0.0001124952,0.007707735,0.0002022916,0.00001785044,0.0002013195,0.002698577,0.00008453526,0.0008257091,0.1515391,0.6741766,0.1623732],"study_design_scores_gemma":[0.000005277868,0.0000104272,0.01008765,0.00004419253,0.000009226941,0.000107685,0.001213464,0.00006288577,0.0001958991,0.003928082,0.9843264,0.000008791018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02388187,0.00483549,0.001814791,0.02298822,0.00355244,0.00008695071,0.001387234,0.0003495355,0.9411034],"genre_scores_gemma":[0.1173174,0.002472805,0.001371195,0.002989181,0.0008887728,0.00004916123,0.00106501,0.0001022747,0.8737442],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.830757,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1904236287103248,"score_gpt":0.37606579437869,"score_spread":0.1856421656683652,"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."}}