{"id":"W2915819763","doi":"10.5740/jaoac.int.smpr2015.016","title":"AOAC SMPR 2015.016","year":2016,"lang":"fr","type":"article","venue":"Journal of AOAC International","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Chemistry","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":[0.003543663,0.00062086,0.0006753404,0.002395198,0.001666744,0.004246815,0.001196675,0.003988696,0.7315121],"category_scores_gemma":[0.009620517,0.0006843891,0.001046961,0.001191271,0.0006685326,0.001693747,0.001924528,0.002170374,0.61073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113757,"about_ca_system_score_gemma":0.004686384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01087296,"about_ca_topic_score_gemma":0.01491683,"domain_scores_codex":[0.9986064,0.0002385742,0.0002078073,0.0001865859,0.0005784549,0.0001821519],"domain_scores_gemma":[0.9946393,0.0005307451,0.0003982098,0.0004199989,0.003003529,0.001008333],"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":[0.000180039,0.0001169855,0.0007586635,0.0003080431,0.00001081737,0.0001085631,0.0000615415,0.00005591012,0.0003440303,0.001420519,0.7663057,0.2303292],"study_design_scores_gemma":[0.00003282801,0.00005028631,0.000891616,0.0003395587,0.000009780815,0.0002139798,0.00006230357,0.00005392943,0.0001065867,0.0004752266,0.9977546,0.000009393228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00194816,0.008945595,0.004202303,0.02643752,0.01985488,0.0005142128,0.007308657,0.004695418,0.9260931],"genre_scores_gemma":[0.007265917,0.007740549,0.006261109,0.01030529,0.003815006,0.0002539178,0.005878869,0.001064222,0.9574151],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7315121,"threshold_uncertainty_score":0.3829653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248159037590135,"score_gpt":0.3744438367149133,"score_spread":0.3496279329558998,"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."}}