{"id":"W4236820975","doi":"10.1515/iupac.78.0178","title":"Biomagnification","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; Biomagnification; Chemical nomenclature; Computer science; Environmental chemistry; Management science; Chemistry; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003706597,0.0002496843,0.0003787694,0.00002735478,0.0001434682,0.00006000504,0.000417039,0.0002742239,0.008369],"category_scores_gemma":[0.0002456364,0.00007181687,0.0002090409,0.0002705887,0.00007057285,0.00005827107,0.00008467028,0.0001525629,0.000009485571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001057075,"about_ca_system_score_gemma":0.00005831716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004419462,"about_ca_topic_score_gemma":0.004178047,"domain_scores_codex":[0.9981995,0.00008196692,0.0003551499,0.0004152929,0.0006581846,0.0002899459],"domain_scores_gemma":[0.9990254,0.0001489909,0.0002270746,0.000174105,0.0002951618,0.0001292481],"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":[0.00002237086,0.00008291273,0.00002089817,0.000009090691,0.00003398999,0.00001034432,4.810146e-7,9.803478e-8,0.001257372,0.000005352795,0.9533232,0.04523384],"study_design_scores_gemma":[0.00008705114,0.000120228,0.002813216,0.00007112481,0.00008372887,0.000003795444,0.000006565752,0.000001646041,0.00004217758,0.0001731987,0.9963536,0.0002437026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001512647,0.0004731915,0.000005407493,0.002164862,0.0001284979,0.0001116446,0.9955178,0.00004177665,0.00004414326],"genre_scores_gemma":[0.0003778112,0.001661452,0.000005196984,0.0001913633,0.00101497,0.00000730017,0.9964976,9.640337e-7,0.0002433113],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04499014,"threshold_uncertainty_score":0.9925375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01772231611491132,"score_gpt":0.3601205932607642,"score_spread":0.3423982771458529,"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."}}