{"id":"W4240874699","doi":"10.1515/iupac.87.0014","title":"Action Potential","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Relation (database); Chemical nomenclature; Computer science; Management science; Psychology; Chemistry; Linguistics; Engineering; Philosophy; Data mining; 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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005790466,0.0005439855,0.000776232,0.0003642132,0.0003965288,0.00002828767,0.0006017691,0.001777954,0.02238747],"category_scores_gemma":[0.0005736544,0.0004121392,0.0003223813,0.0001291415,0.0005726912,0.0001282389,0.0002575994,0.001150904,0.000148943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003260742,"about_ca_system_score_gemma":0.000906474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008972282,"about_ca_topic_score_gemma":0.0001174789,"domain_scores_codex":[0.9974058,0.0005928467,0.0005829686,0.000567039,0.0001517625,0.0006995911],"domain_scores_gemma":[0.9981563,0.0001722433,0.0003873014,0.0009210249,0.0003308579,0.0000322666],"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":[0.002372976,0.0003320687,0.000001677861,0.00005085514,0.0006109987,0.00005495117,0.000006359609,2.988457e-7,0.02480331,0.000005558907,0.9636896,0.008071379],"study_design_scores_gemma":[0.002225195,0.000538243,0.0001221513,0.00018242,0.0002588212,0.0003555026,0.00003111135,6.402524e-8,0.006446848,0.00005180643,0.9892973,0.0004905601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001287954,0.007648737,0.00009468965,0.0005183918,0.007037472,0.0003322407,0.9829274,0.0001236814,0.00002946489],"genre_scores_gemma":[0.000397889,0.003108178,0.000003938163,0.0002749117,0.0003568524,0.00003016892,0.9878568,0.00003948162,0.00793176],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02560771,"threshold_uncertainty_score":0.999833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420958494630933,"score_gpt":0.3855376384605588,"score_spread":0.3713280535142495,"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."}}