{"id":"W4233098159","doi":"10.1515/iupac.78.0513","title":"Quality Control","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Pesticide Residue Analysis and Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Glossary; Relation (database); Chemical nomenclature; Computer science; Quality (philosophy); Control (management); Management science; Data science; Engineering; Chemistry; Data mining; Epistemology","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":[],"consensus_categories":[],"category_scores_codex":[0.007723788,0.002132685,0.002388362,0.00956626,0.00190927,0.005486685,0.004085005,0.00287164,0.1433078],"category_scores_gemma":[0.05095807,0.00085557,0.002624101,0.0133334,0.0009491931,0.003568618,0.003204336,0.002929653,0.1067316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003877311,"about_ca_system_score_gemma":0.01019539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02360562,"about_ca_topic_score_gemma":0.03743814,"domain_scores_codex":[0.9876644,0.002114442,0.00339132,0.00341035,0.002685885,0.0007335928],"domain_scores_gemma":[0.9668586,0.01121658,0.003138496,0.006908494,0.01098134,0.0008965152],"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":[0.0001398113,0.00002825876,0.001464487,0.002964625,0.00008022404,0.00003623178,0.00005726359,0.0002578859,0.000173798,0.001607826,0.983508,0.00968169],"study_design_scores_gemma":[0.0002043059,0.00001783531,0.002626832,0.001557748,0.00006033244,0.00006166226,0.00007288629,0.0002334006,0.0002940047,0.002243237,0.9925857,0.00004202142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009103385,0.0001843925,0.0003262346,0.0001325819,0.00004631502,0.00009880396,0.9975104,0.0003519161,0.001258343],"genre_scores_gemma":[0.0004068821,0.0001590885,0.001127564,0.0001466628,0.00001498875,0.0006021449,0.9964509,0.000126731,0.0009650474],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1433078,"threshold_uncertainty_score":0.4794125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088802404684827,"score_gpt":0.3871742716738844,"score_spread":0.3662862476270361,"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."}}