{"id":"W4253370165","doi":"10.1515/iupac.81.0240","title":"Desiccant","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Ecotoxicology; Environmental risk assessment; Ecology; Computer science; Risk assessment; Biology; Linguistics; Philosophy","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":[0.0007610077,0.001916719,0.001165774,0.002968209,0.0009614281,0.002212669,0.002558235,0.001697343,0.06455076],"category_scores_gemma":[0.004470652,0.0005488032,0.001273741,0.005035917,0.0003657797,0.002060552,0.002152997,0.001881693,0.1167399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436401,"about_ca_system_score_gemma":0.001797241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02201066,"about_ca_topic_score_gemma":0.05688708,"domain_scores_codex":[0.9990199,0.0001520391,0.0001242501,0.0003348849,0.0002419248,0.0001271447],"domain_scores_gemma":[0.9983935,0.0003096841,0.0002139223,0.0004165333,0.0004832979,0.000183045],"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":[0.0000770139,0.00001660209,0.001628535,0.0008133894,0.00002589413,0.00002740733,0.00003077765,0.0002212517,0.0001224307,0.0006246598,0.9925016,0.003910351],"study_design_scores_gemma":[0.00007400285,0.00001343613,0.003811926,0.0003047368,0.00001839576,0.00007092304,0.00006866608,0.0002356322,0.0002196728,0.000876017,0.9942876,0.00001911285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001771086,0.0001618904,0.00006138084,0.00009975204,0.00003092459,0.000009570101,0.9978137,0.000278165,0.001367488],"genre_scores_gemma":[0.0003418259,0.0001064892,0.0002221147,0.00006645938,0.000005736568,0.00003077804,0.9983609,0.00005039961,0.0008153595],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06455076,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827228049911259,"score_gpt":0.3855710492081319,"score_spread":0.3672987687090193,"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."}}