{"id":"W4237099353","doi":"10.1515/iupac.68.0002","title":"Acid-Base Catalysis, General","year":2016,"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 Ottawa","funders":"","keywords":"Glossary; Terminology; Field (mathematics); Computer science; Base (topology); Management science; Linguistics; Philosophy; Engineering; Mathematics","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":[0.0004466396,0.0008053794,0.0009529832,0.0001529759,0.0001967243,0.0001558048,0.001522267,0.0009998805,0.03267918],"category_scores_gemma":[0.001328503,0.0006598174,0.0004327273,0.0002126456,0.0003077148,0.00009992005,0.0006431726,0.00139491,0.00001689509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001376787,"about_ca_system_score_gemma":0.002232424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003261311,"about_ca_topic_score_gemma":0.0007506432,"domain_scores_codex":[0.9947547,0.00004688286,0.0007240244,0.001087689,0.002322679,0.001063964],"domain_scores_gemma":[0.9955736,0.00009496714,0.0003643803,0.002679458,0.0007045476,0.0005830614],"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":[0.0001200226,0.0002933044,0.00001538565,0.0008072985,0.00035402,0.0004845356,0.000005561646,0.000001203859,0.01254749,0.00000225359,0.9828085,0.002560398],"study_design_scores_gemma":[0.001161575,0.00003479549,6.621698e-7,0.0003203954,0.0001912938,0.00005336794,0.00001146686,0.000009344339,0.05291743,0.00007197551,0.9444944,0.0007332513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008123681,0.001120699,0.00002628347,0.0007216541,0.0002141905,0.000104325,0.9962699,0.0001577711,0.0005727511],"genre_scores_gemma":[0.00003455748,0.001071492,0.0000878501,0.0001342587,0.00350583,0.0000428038,0.9826362,0.00009864144,0.01238841],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04036994,"threshold_uncertainty_score":0.9995853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685749230892871,"score_gpt":0.3986543090793216,"score_spread":0.3817968167703929,"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."}}