{"id":"W2315334232","doi":"10.5740/jaoac.int.smpr2015.014","title":"AOAC SMPR 2015.014","year":2016,"lang":"fr","type":"article","venue":"Journal of AOAC International","topic":"Astronomical Observations and Instrumentation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Biology","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":[0.002041021,0.0007432232,0.0005654053,0.001902225,0.00249327,0.003590065,0.00133747,0.002433985,0.425894],"category_scores_gemma":[0.002865281,0.0006490187,0.0005636004,0.00127207,0.0004788374,0.001984324,0.002044862,0.001227142,0.4023698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043743,"about_ca_system_score_gemma":0.002572361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02392785,"about_ca_topic_score_gemma":0.03058485,"domain_scores_codex":[0.9993126,0.00006438315,0.00005372548,0.0001390183,0.0003615667,0.00006872544],"domain_scores_gemma":[0.9980603,0.0000850447,0.0000905658,0.0003626092,0.001158325,0.0002431501],"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":[0.0001575839,0.00008278546,0.001120681,0.0002024704,0.00001942146,0.00005936169,0.00006390884,0.0003586673,0.002996846,0.003407477,0.7749428,0.2165881],"study_design_scores_gemma":[0.00003612106,0.00003689191,0.001504985,0.00007864474,0.0000161515,0.00006054887,0.00006205017,0.0009428867,0.000937667,0.001292187,0.9950146,0.00001726574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00368795,0.002209589,0.03616935,0.006799233,0.0110598,0.0005247532,0.0261733,0.04057276,0.8728033],"genre_scores_gemma":[0.02328178,0.002157781,0.04057507,0.00219872,0.00211398,0.0001893564,0.02955445,0.005147321,0.8947814],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.574106,"threshold_uncertainty_score":0.8188925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009744291677651177,"score_gpt":0.2430567705220147,"score_spread":0.2333124788443636,"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."}}