{"id":"W4365147805","doi":"10.1515/iupac.94.0265","title":"Autoprotolysis","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; Meaning (existential); Abandonment (legal); Field (mathematics); Computer science; Epistemology; 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":[0.0004821083,0.000623538,0.000829777,0.0001731488,0.0001814311,0.0001730909,0.001320333,0.0009617248,0.01294926],"category_scores_gemma":[0.001898009,0.0006172977,0.0003692558,0.0004465128,0.0001884389,0.00005679419,0.0006750154,0.001743527,0.00008871668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000930842,"about_ca_system_score_gemma":0.001524615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007570456,"about_ca_topic_score_gemma":0.0009998846,"domain_scores_codex":[0.9951315,0.0000302288,0.0006251138,0.0008960867,0.002430788,0.0008862873],"domain_scores_gemma":[0.9966602,0.0001519221,0.0002685623,0.002021799,0.0005292668,0.0003682419],"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":[0.00005694737,0.0001881293,0.000008207844,0.001621983,0.0003003707,0.0005911034,0.000006589008,0.000004462395,0.000465881,0.000001338627,0.9953208,0.001434174],"study_design_scores_gemma":[0.0005995812,0.00002748162,0.000002350914,0.0003601484,0.000143394,0.00002704494,0.00003339033,0.00003998015,0.001642915,0.0001132483,0.9964218,0.000588671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000146308,0.0002070173,0.000004803261,0.0004561915,0.000225123,0.0001880357,0.9977216,0.0004717433,0.0005792372],"genre_scores_gemma":[0.000002464181,0.000662594,0.00003891058,0.00005711496,0.001650693,0.0001338535,0.9802377,0.0001176802,0.01709904],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01748389,"threshold_uncertainty_score":0.9996278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335428515769006,"score_gpt":0.431667181632122,"score_spread":0.4083128964744319,"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."}}