{"id":"W2916235572","doi":"10.5740/jaoac.int.smpr2015.015","title":"AOAC SMPR 2015.015","year":2016,"lang":"fr","type":"article","venue":"Journal of AOAC International","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Business","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":["insufficient_payload"],"category_scores_codex":[0.002601531,0.000809585,0.0005949666,0.002579057,0.002393436,0.007187861,0.001619796,0.004223291,0.7281308],"category_scores_gemma":[0.006355914,0.0005248419,0.0006775273,0.001478725,0.0007285776,0.003295167,0.002686923,0.001675111,0.7071531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00162677,"about_ca_system_score_gemma":0.004644673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01314202,"about_ca_topic_score_gemma":0.01397371,"domain_scores_codex":[0.9987552,0.0001941244,0.0001063918,0.0002509699,0.0005333991,0.0001598971],"domain_scores_gemma":[0.995706,0.0003444095,0.0002089643,0.0005489993,0.002476532,0.0007151219],"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":[0.00007086895,0.00005805387,0.0003027898,0.0001378719,0.000006233462,0.00005035032,0.00005386132,0.0001528804,0.0004162336,0.007198353,0.8435198,0.1480327],"study_design_scores_gemma":[0.000010976,0.00001805074,0.0002697723,0.0001017441,0.000004258559,0.00005306829,0.00004895034,0.0001987763,0.0001605644,0.001342628,0.9977836,0.000007632355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001039073,0.002060745,0.008558837,0.01170064,0.007550629,0.0002667787,0.00729535,0.00966816,0.9518598],"genre_scores_gemma":[0.0063938,0.001581564,0.007222911,0.002233621,0.001214752,0.00009421969,0.006642438,0.001538982,0.9730777],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2718692,"threshold_uncertainty_score":0.3877884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03428870836509812,"score_gpt":0.2372493446348909,"score_spread":0.2029606362697928,"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."}}