{"id":"W4235861658","doi":"10.7202/1065893ar","title":"Contributors","year":2005,"lang":"en","type":"article","venue":"Ontario History","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001982362,0.00012835,0.0001554831,0.00009406616,0.00005522533,0.00000548517,0.0001654452,0.00006687859,0.01492123],"category_scores_gemma":[0.00002683673,0.0001407165,0.00008007148,0.00003858353,0.00008713627,0.000188598,0.00002451099,0.0002170876,0.03515003],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02472993,"about_ca_system_score_gemma":0.0006800957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07800561,"about_ca_topic_score_gemma":0.7331436,"domain_scores_codex":[0.9990702,0.00002815701,0.00016601,0.0002181946,0.0002245648,0.0002929103],"domain_scores_gemma":[0.9993991,0.00001762119,0.00007301143,0.0003287609,0.00005097722,0.000130475],"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":[0.00004208392,0.0001048801,0.008477964,0.000001381189,0.00002092536,0.00001538615,0.003866133,0.00001982992,0.004224679,0.001662997,0.9799345,0.001629265],"study_design_scores_gemma":[0.0005196897,0.00002086163,0.0239803,0.000003695848,0.00001856266,0.00000802362,0.000007464253,0.00001098063,0.0001202299,0.00001665596,0.9751218,0.0001717659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4640793,0.002605399,0.00003825902,0.0001634273,0.001174059,0.0001763717,0.00001192597,0.0004793291,0.5312719],"genre_scores_gemma":[0.6793959,0.000001043667,0.00174736,0.0008649996,0.0003197024,0.00001899705,0.00002595447,0.00006793298,0.3175581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.655138,"threshold_uncertainty_score":0.9859793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660568744149753,"score_gpt":0.1913878603913467,"score_spread":0.1747821729498492,"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."}}