{"id":"W4248380171","doi":"10.1515/iupac.79.1065","title":"Contact Dermatitis","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Chemical nomenclature; CAS Registry Number; Hazard; Computer science; Toxicology; Medicine; Chemistry; Philosophy; Biology; Linguistics; Organic chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001846927,0.0004618165,0.0006231558,0.00009555594,0.00006841397,0.00003600591,0.0005337584,0.000429946,0.0095734],"category_scores_gemma":[0.0003533215,0.0003376525,0.0002490574,0.0001295292,0.00005679242,0.00007991393,0.000302241,0.0005860608,0.00002092218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005840211,"about_ca_system_score_gemma":0.0001092462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001531111,"about_ca_topic_score_gemma":0.0001533034,"domain_scores_codex":[0.9976289,0.00002410507,0.0005261465,0.0004507177,0.000861831,0.0005082899],"domain_scores_gemma":[0.9985772,0.0001405392,0.0001722989,0.0007385355,0.0001492824,0.0002220997],"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":[0.00003553123,0.0001032943,8.711714e-7,0.0003399262,0.0001633083,0.00007703417,0.000003671834,0.000006622519,0.0002024699,0.00006645219,0.9956067,0.003394184],"study_design_scores_gemma":[0.0009163768,0.00003921246,0.000007847087,0.0006258497,0.0001260469,0.000008383667,0.00000498322,0.00005651404,0.0005067794,0.0001201807,0.9970754,0.0005124533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001816741,0.0006367133,0.001571935,0.001073083,0.0005405812,0.0002111806,0.995487,0.0001757148,0.0002856122],"genre_scores_gemma":[0.00005692529,0.002077881,0.00004593437,0.0005307305,0.001033708,0.00001776761,0.9953583,0.00004772082,0.0008309712],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009552478,"threshold_uncertainty_score":0.9999076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008658007430627224,"score_gpt":0.3380490482113548,"score_spread":0.3293910407807276,"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."}}