{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001120899,0.001176569,0.001139314,0.003901598,0.0005287641,0.001429188,0.001641885,0.001233724,0.03024183],"category_scores_gemma":[0.006959105,0.0003955097,0.00146398,0.00518477,0.000390071,0.0009746138,0.001695032,0.001286707,0.02036503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284821,"about_ca_system_score_gemma":0.002552635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02149541,"about_ca_topic_score_gemma":0.03888857,"domain_scores_codex":[0.9987507,0.0001746862,0.0003847338,0.0003092499,0.000272134,0.0001084643],"domain_scores_gemma":[0.9968897,0.0007566781,0.0009018841,0.0005763293,0.0006938393,0.0001815612],"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":[0.0005333099,0.00004671685,0.01410506,0.00847951,0.0002674377,0.0001901221,0.00005430305,0.0005965285,0.0003088077,0.0008272433,0.9571492,0.01744173],"study_design_scores_gemma":[0.000411361,0.00005921637,0.04766491,0.003425265,0.0002326754,0.0004801733,0.0001457472,0.0004890777,0.0006371614,0.001488124,0.9449063,0.00005990514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004382924,0.0002775453,0.000070504,0.00006187672,0.00002861329,0.00002211545,0.9982966,0.00008061999,0.0007239961],"genre_scores_gemma":[0.00114766,0.0003419739,0.0002565417,0.00008101326,0.00001162853,0.00009691137,0.9972837,0.00002173483,0.0007588253],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9697582,"threshold_uncertainty_score":0.1011689,"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."}}