{"id":"W4246910070","doi":"10.1515/iupac.73.0191","title":"Deep-Frying","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Edible Oils Quality and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan College","funders":"","keywords":"Table (database); Commission; Food science; Product (mathematics); Chemistry; Biochemistry; Organic chemistry; Polymer science; Computer science; Mathematics; Political science; Data mining; Law","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":[0.0005343019,0.0005195741,0.0008318149,0.0001786758,0.0001785111,0.0001000555,0.0007289484,0.0006884197,0.04438316],"category_scores_gemma":[0.0008149057,0.0004111192,0.000426653,0.0002094431,0.0001554996,0.0001016612,0.0002269403,0.0007285489,0.00001172769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000377941,"about_ca_system_score_gemma":0.0004427838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001907737,"about_ca_topic_score_gemma":0.001236551,"domain_scores_codex":[0.9967235,0.00005229146,0.0006637535,0.0006698801,0.001333763,0.0005567734],"domain_scores_gemma":[0.997562,0.0001844674,0.0003943235,0.001257779,0.0003622524,0.0002391807],"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":[0.00005102232,0.0001460377,0.000008672608,0.001627143,0.0003238533,0.00009353051,0.00001354207,0.000002041382,0.0001396175,0.00000781407,0.9931172,0.004469546],"study_design_scores_gemma":[0.0006100292,0.0000187221,2.339906e-7,0.001400186,0.0003678491,0.000009292009,0.00008528048,0.00001981331,0.0002977866,0.0002202694,0.9964021,0.0005684384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006171431,0.002133047,0.0002726765,0.0003278059,0.0003453919,0.00003201918,0.9960932,0.0001158301,0.0006182994],"genre_scores_gemma":[0.000005970382,0.005741812,0.00005668223,0.0002612605,0.002618948,0.00001004275,0.9885211,0.00004962872,0.002734585],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04437143,"threshold_uncertainty_score":0.9998341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893063286606667,"score_gpt":0.4047442532200331,"score_spread":0.3858136203539664,"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."}}