{"id":"W4234718883","doi":"10.1515/iupac.87.0548","title":"Pseudomeningocele","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Plant-based Medicinal Research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002819622,0.0006213891,0.0008856126,0.0004896708,0.0002824198,0.00003291803,0.001048594,0.001353222,0.04102954],"category_scores_gemma":[0.002358673,0.0004694674,0.0002137245,0.0003080639,0.0005805755,0.00008383881,0.0003264653,0.003301371,0.00009775222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008607766,"about_ca_system_score_gemma":0.002513074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009935386,"about_ca_topic_score_gemma":0.000302162,"domain_scores_codex":[0.995054,0.0006488212,0.0006493393,0.0007440558,0.001628309,0.001275446],"domain_scores_gemma":[0.9961289,0.001303987,0.0003087795,0.0007642343,0.0006253077,0.0008687936],"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":[0.001626372,0.0004588546,0.00003190332,0.0002822711,0.0003419564,0.001088923,0.00001529422,0.000002320442,0.0006279714,0.00001478225,0.9834192,0.01209013],"study_design_scores_gemma":[0.003112322,0.0005459502,0.00001296193,0.0002808783,0.0002955175,0.0001102787,0.00001975579,0.00001906909,0.0007409419,0.0001007703,0.9942425,0.000519082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007185593,0.001513569,0.00004037152,0.002575017,0.002487909,0.0005644643,0.9914657,0.0001179319,0.0005164033],"genre_scores_gemma":[0.00009861412,0.004075896,0.000020976,0.002608767,0.002522999,0.0000604611,0.9867629,0.00006104587,0.003788297],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04093178,"threshold_uncertainty_score":0.9999433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093762907826067,"score_gpt":0.5757153824920311,"score_spread":0.4663390917094244,"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."}}