{"id":"W4365147523","doi":"10.1515/iupac.94.0582","title":"Isoentropic","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001267264,0.003529419,0.001735872,0.004265449,0.001569251,0.003179209,0.003889563,0.002198816,0.07883373],"category_scores_gemma":[0.005395353,0.0006640102,0.002194975,0.005586541,0.0006696922,0.002680774,0.003498245,0.002800419,0.1873298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001571331,"about_ca_system_score_gemma":0.002274608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02277047,"about_ca_topic_score_gemma":0.05484857,"domain_scores_codex":[0.9984895,0.0002833801,0.00016815,0.0004708047,0.0003522336,0.0002359581],"domain_scores_gemma":[0.9981182,0.0003867566,0.0001336094,0.0007426234,0.0004457604,0.0001731386],"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":[0.00006908677,0.00003056794,0.0004035799,0.0004547865,0.00002560178,0.00002143812,0.00001754432,0.0002302772,0.0001388885,0.0005022655,0.994146,0.003959949],"study_design_scores_gemma":[0.0001845112,0.00003511783,0.003067223,0.000345121,0.00003084392,0.0001256964,0.00009590005,0.0008397822,0.0005506819,0.002420113,0.9922568,0.00004819224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003007629,0.0002764948,0.0002290114,0.0001215119,0.000091615,0.00003060051,0.9951738,0.001398402,0.002377946],"genre_scores_gemma":[0.0002977239,0.00008207806,0.000379689,0.00007193578,0.00001171681,0.0000624735,0.998123,0.000100716,0.0008706363],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07883373,"threshold_uncertainty_score":0.2637251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188725023906591,"score_gpt":0.4225504830157567,"score_spread":0.4006632327766908,"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."}}