{"id":"W4243857143","doi":"10.1515/iupac.81.0178","title":"Class B Metal Ion","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Analytical chemistry methods development","field":"Chemistry","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; Environmental chemistry; Risk assessment; Chemistry; 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":[0.0008011796,0.002292151,0.001988822,0.003594651,0.001277001,0.002987112,0.003207291,0.002618494,0.08393323],"category_scores_gemma":[0.006143583,0.0006966993,0.001987316,0.005479469,0.0004540719,0.002562321,0.002238573,0.002113476,0.1147182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001566367,"about_ca_system_score_gemma":0.002763836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01805661,"about_ca_topic_score_gemma":0.03587439,"domain_scores_codex":[0.9986305,0.0001321083,0.0002162504,0.0005302659,0.0003355638,0.0001552105],"domain_scores_gemma":[0.9977106,0.0005157649,0.0004046778,0.0005652409,0.0006355586,0.0001682376],"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":[0.0002049358,0.00003003287,0.002806205,0.002743043,0.00007307735,0.00005984489,0.00002162807,0.00038885,0.0003979553,0.0007363234,0.9843532,0.008184949],"study_design_scores_gemma":[0.0001510806,0.00002320654,0.004814763,0.0006191659,0.00006150971,0.0001443989,0.00005163671,0.0003736939,0.0004898013,0.001611888,0.9916307,0.00002807035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002307965,0.0003387744,0.0001067801,0.00009933821,0.00005027359,0.00001702698,0.9975005,0.0002348591,0.001421595],"genre_scores_gemma":[0.0007634887,0.0002758809,0.0004601555,0.0001397363,0.00001431326,0.00007257061,0.9966831,0.00005457695,0.001536209],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08393323,"threshold_uncertainty_score":0.2807847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02317036536360502,"score_gpt":0.4098397832719117,"score_spread":0.3866694179083067,"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."}}