{"id":"W4247006590","doi":"10.1515/iupac.68.0128","title":"Oscillating Reaction","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Chemical Reactions and Isotopes","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Glossary; Terminology; Field (mathematics); Computer science; Linguistics; Philosophy; Mathematics","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":[0.0006998362,0.0004164983,0.0005171623,0.0001721238,0.0002669221,0.00003160648,0.0003118077,0.001048464,0.01296108],"category_scores_gemma":[0.0009626684,0.0003228208,0.0002124379,0.0001894801,0.0001971304,0.0001143686,0.0001482785,0.00162853,0.00002390541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005945428,"about_ca_system_score_gemma":0.0004082441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009658088,"about_ca_topic_score_gemma":0.0001922906,"domain_scores_codex":[0.9977671,0.0001731379,0.0005308312,0.0005115207,0.0005002867,0.0005171444],"domain_scores_gemma":[0.9980962,0.0004545109,0.000343832,0.0004600288,0.0003569226,0.0002884974],"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":[0.0002321674,0.0002383199,0.00001509209,0.00007574794,0.0001571877,0.00003184222,0.000008131241,0.000001128508,0.007232577,0.00001151943,0.9668112,0.02518512],"study_design_scores_gemma":[0.0009749081,0.0001035846,0.00001511631,0.0001321494,0.0002399747,0.0000371067,0.00001740205,0.0000130034,0.001595965,0.0001490787,0.9963193,0.0004024199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001792534,0.0004510955,0.00001766676,0.0009069797,0.002594236,0.0002798577,0.9929108,0.000117222,0.0009295956],"genre_scores_gemma":[0.0002188537,0.002834848,0.00002154351,0.0008252048,0.002432598,0.00002641568,0.991828,0.00003769261,0.001774907],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02950812,"threshold_uncertainty_score":0.9999224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07891558675084852,"score_gpt":0.5373577336915472,"score_spread":0.4584421469406986,"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."}}