{"id":"W4249260333","doi":"10.1515/iupac.81.0830","title":"Solution","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"","field":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002250976,0.001867046,0.00133928,0.002863687,0.001748481,0.004868251,0.00339914,0.003069675,0.2202399],"category_scores_gemma":[0.0182185,0.0006249189,0.002422404,0.005232767,0.0005772169,0.005461292,0.003601056,0.003122087,0.2457964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002430536,"about_ca_system_score_gemma":0.0041354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01835088,"about_ca_topic_score_gemma":0.03094488,"domain_scores_codex":[0.9961166,0.0006606943,0.0004445964,0.00158405,0.0007052252,0.0004887578],"domain_scores_gemma":[0.9947248,0.001444552,0.0003522749,0.001429573,0.001681842,0.0003668772],"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":[0.00009219292,0.00002351129,0.001429261,0.0004319164,0.00002396653,0.00002714373,0.00003451901,0.0002733137,0.00007693052,0.003727564,0.9816021,0.01225752],"study_design_scores_gemma":[0.0001043758,0.00001654129,0.001309572,0.0003286695,0.00001855659,0.00009316192,0.000202121,0.0007352585,0.0001955244,0.00655663,0.9904202,0.00001947338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009054964,0.0005673632,0.002053714,0.002131805,0.0004776198,0.0001690209,0.9732155,0.001799562,0.01867979],"genre_scores_gemma":[0.002359088,0.0003380445,0.004961618,0.001263216,0.00007636315,0.000359027,0.9802101,0.0003769004,0.01005564],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7797601,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900887302440176,"score_gpt":0.4216003405708342,"score_spread":0.4025914675464324,"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."}}