{"id":"W4234060846","doi":"10.1515/iupac.81.0610","title":"Monitoring Test","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Ecotoxicology; Relation (database); Environmental risk assessment; Computer science; Ecology; Risk assessment; Biology; Data mining; 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":[0.001971656,0.001621924,0.001494817,0.002820206,0.0007760903,0.002553931,0.00326448,0.002188606,0.09852274],"category_scores_gemma":[0.01873588,0.0003999483,0.001754034,0.003528156,0.000395093,0.002400633,0.001593782,0.002059002,0.06828872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00181813,"about_ca_system_score_gemma":0.002595026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0187936,"about_ca_topic_score_gemma":0.03120059,"domain_scores_codex":[0.9975374,0.0004039275,0.000419683,0.0007515845,0.0006185219,0.0002689252],"domain_scores_gemma":[0.9913653,0.003027356,0.001302978,0.001682275,0.002211303,0.0004108792],"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":[0.0006191313,0.0000887194,0.01552949,0.001767948,0.0001501273,0.0001142258,0.00002894396,0.00100166,0.0001547775,0.002199682,0.944698,0.03364731],"study_design_scores_gemma":[0.0003671769,0.00009141795,0.01964779,0.001082057,0.0001626048,0.0003635129,0.0001093421,0.001489727,0.0007408785,0.004977729,0.9709098,0.00005797234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001150359,0.0005957311,0.0004984256,0.0004401343,0.0001088216,0.00009738826,0.9883442,0.0005807471,0.008184226],"genre_scores_gemma":[0.005258503,0.0004608923,0.001225539,0.0006403556,0.00006180105,0.0002598894,0.986636,0.0001301271,0.005326866],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09852274,"threshold_uncertainty_score":0.3295914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177382872373061,"score_gpt":0.3625623997200245,"score_spread":0.3507885709962939,"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."}}