{"id":"W2318631724","doi":"10.5740/jaoacint.11-015","title":"Should the AOAC Use-Dilution Method Be Continued for Regulatory Purposes?","year":2012,"lang":"en","type":"review","venue":"Journal of AOAC International","topic":"Pesticide Residue Analysis and Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reproducibility; Agency (philosophy); Regulatory agency; Biochemical engineering; Risk analysis (engineering); Business; Chemistry; Engineering; Chromatography; Welfare economics; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008082005,0.0008532579,0.002094585,0.001558075,0.000533778,0.001505542,0.002216598,0.004327668,0.004727949],"category_scores_gemma":[0.0086094,0.000499884,0.0009073041,0.001891294,0.001903373,0.004805706,0.0006635516,0.003328919,0.008237613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001257297,"about_ca_system_score_gemma":0.004833305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00419233,"about_ca_topic_score_gemma":0.004894787,"domain_scores_codex":[0.9954671,0.001213719,0.0005073955,0.0004640567,0.002139813,0.0002078506],"domain_scores_gemma":[0.9932388,0.002117966,0.001215501,0.0003992675,0.002828175,0.0002002964],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001241168,0.0001280474,0.0006123412,0.01610599,0.00006643715,0.0003603665,0.0002252213,0.0002027581,0.008438087,0.008877613,0.06282792,0.902031],"study_design_scores_gemma":[0.0000198622,0.0001291346,0.000927216,0.002054019,0.00004497985,0.0007673655,0.0001367764,0.00006066275,0.002899188,0.001392719,0.9915393,0.0000289189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001373596,0.9640092,0.004121311,0.01538877,0.003785383,0.0001371252,0.0001227018,0.000109985,0.01095187],"genre_scores_gemma":[0.01231089,0.9461617,0.01143554,0.01085441,0.001893332,0.0002863028,0.0002492109,0.00007195045,0.01673677],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.991918,"threshold_uncertainty_score":0.04274225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.247182755300059,"score_gpt":0.3981588312079295,"score_spread":0.1509760759078705,"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."}}