{"id":"W4244997950","doi":"10.1515/iupac.87.0032","title":"Amnesic Shellfish Poisoning (ASP)","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Chemical nomenclature; Relation (database); Computer science; Psychology; Chemistry; Linguistics; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001083474,0.0004688568,0.0005381541,0.0001225851,0.0002218935,0.00008302079,0.0005846241,0.0003497902,0.1007123],"category_scores_gemma":[0.0005087734,0.000353526,0.0002043928,0.0003158922,0.0002447284,0.0001593448,0.0006603681,0.0005189232,0.00005972536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006677961,"about_ca_system_score_gemma":0.0001055053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001036618,"about_ca_topic_score_gemma":0.002270213,"domain_scores_codex":[0.9967634,0.0001908965,0.0004987916,0.0007510673,0.001252415,0.0005434249],"domain_scores_gemma":[0.9982931,0.0001305098,0.0002891049,0.000976144,0.00004400152,0.0002671449],"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":[0.00005551071,0.00007861519,0.0001315531,0.00002701194,0.00002050098,0.0000379596,0.000004621154,0.00001077618,0.00005893836,0.000001331692,0.9556373,0.04393589],"study_design_scores_gemma":[0.0004812297,0.000163458,0.0003267486,0.00007864895,0.00005311369,0.00002755389,0.000008702404,0.00001800102,0.00007291961,0.0002058485,0.9980726,0.0004912206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002394677,0.00007909953,0.00204511,0.0002739549,0.0009250475,0.000222206,0.9938144,0.00009906099,0.002301645],"genre_scores_gemma":[0.00001792239,0.0003834187,0.001414509,0.0005794394,0.0008263225,0.00001896865,0.9906352,0.00005322071,0.006070982],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1006525,"threshold_uncertainty_score":0.9998917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210526046957651,"score_gpt":0.387027856851236,"score_spread":0.3749225963816595,"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."}}