{"id":"W2564687361","doi":"10.1007/s11746-016-2935-1","title":"Estimating Thermodynamic Properties of Pure Triglyceride Systems Using the Triglyceride Property Calculator","year":2016,"lang":"en","type":"article","venue":"Journal of the American Oil Chemists Society","topic":"Food Chemistry and Fat Analysis","field":"Agricultural and Biological Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Calculator; Enthalpy of fusion; Consistency (knowledge bases); Enthalpy; Thermodynamics; Melting point; Computer science; Mathematics; Chemistry; Physics; Discrete mathematics; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002721525,0.001046506,0.001024714,0.003700025,0.0004538831,0.001536066,0.001454971,0.0005891254,0.00261849],"category_scores_gemma":[0.008353653,0.0005891302,0.0009019291,0.002679293,0.0003458399,0.001474024,0.001017579,0.0006459635,0.001410965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006451741,"about_ca_system_score_gemma":0.001100068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002016306,"about_ca_topic_score_gemma":0.001672858,"domain_scores_codex":[0.9989261,0.0002358693,0.00008358414,0.0001808461,0.0005286753,0.00004485985],"domain_scores_gemma":[0.9968708,0.001667804,0.0003350219,0.0004969212,0.0005753203,0.00005416306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001022343,0.0004884411,0.0683514,0.001284595,0.0006969286,0.0004821824,0.0003955879,0.3766591,0.2232784,0.01392641,0.006908673,0.3065059],"study_design_scores_gemma":[0.00002605406,0.0001182416,0.004056407,0.00002580131,0.00006348081,0.00009045187,0.00003700713,0.8820621,0.1064671,0.003257359,0.003729336,0.00006673339],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.213794,0.0005333053,0.7542098,0.0000916397,0.00003778631,0.0001762486,0.003379598,0.02551095,0.002266735],"genre_scores_gemma":[0.5429319,0.0005354348,0.4475345,0.00006057165,0.00001748242,0.0005092741,0.005590941,0.001656836,0.001163114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003700025,"threshold_uncertainty_score":0.01439291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02009212900365593,"score_gpt":0.2182540803636331,"score_spread":0.1981619513599772,"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."}}