{"id":"W4365147345","doi":"10.1515/iupac.94.0236","title":"Ambident","year":2023,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Terminology; Abandonment (legal); Meaning (existential); Field (mathematics); Computer science; Epistemology; Chemistry; Linguistics; Philosophy; Mathematics; Political science","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":[0.000440251,0.0005512728,0.0006763118,0.0001300381,0.0001438755,0.0001674895,0.001201808,0.000793031,0.008039024],"category_scores_gemma":[0.001676929,0.0005552296,0.0002813326,0.0002882312,0.0001642427,0.00005040704,0.0007020253,0.001737162,0.0000845415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018212,"about_ca_system_score_gemma":0.001340529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008792445,"about_ca_topic_score_gemma":0.001326618,"domain_scores_codex":[0.9954039,0.00002567653,0.0005697887,0.0007874594,0.002390401,0.0008227778],"domain_scores_gemma":[0.9970503,0.0001380963,0.0002305855,0.00174252,0.0004740343,0.0003644214],"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":[0.00005201223,0.0001741015,0.00001035948,0.001241317,0.0001909212,0.0006673984,0.000006074303,0.000003830014,0.0003965995,0.000001372474,0.9965734,0.0006825473],"study_design_scores_gemma":[0.0005947461,0.00002834214,0.000005628697,0.0003837758,0.00009047223,0.00002869215,0.00004164736,0.00001315663,0.0009865076,0.0001440703,0.9971596,0.0005233453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002407742,0.0003068178,0.000004253145,0.0004853725,0.0003605662,0.00009568488,0.9977601,0.000336571,0.0004098597],"genre_scores_gemma":[0.000004287123,0.001203215,0.00001584559,0.00007410585,0.00192396,0.00003657379,0.9829103,0.0001081412,0.01372355],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01484978,"threshold_uncertainty_score":0.9996899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02555910497400903,"score_gpt":0.4370344928443877,"score_spread":0.4114753878703787,"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."}}