{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000442123,0.0001804131,0.0004490844,0.000003564062,0.0002628791,0.00004472585,0.0007505139,0.00006098123,0.00001160939],"category_scores_gemma":[0.000189384,0.00003403323,0.0007487682,0.0004061856,0.0005823301,0.0001023669,0.0001081414,0.0002157003,4.212713e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001394485,"about_ca_system_score_gemma":0.00006164151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002371454,"about_ca_topic_score_gemma":0.000004946444,"domain_scores_codex":[0.9985108,0.0000954526,0.0005398436,0.0001609562,0.0004525064,0.000240408],"domain_scores_gemma":[0.9979383,0.0001386509,0.001446639,0.0001571551,0.0002451285,0.00007407488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006549399,0.00004068155,0.0005857407,0.00005611404,0.000191938,9.087032e-7,0.0002070841,0.0001364911,0.9881814,9.060509e-7,0.0001391104,0.01039414],"study_design_scores_gemma":[0.0005685113,0.0001776316,0.001492295,0.001132083,0.0004559524,0.0002605822,0.005139104,0.0131404,0.9761422,0.00003549294,0.001047357,0.0004083334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975997,0.0004465333,0.00002374968,0.001691815,0.0001024561,0.00004793516,0.000009842036,0.00001074345,0.00006721473],"genre_scores_gemma":[0.9985745,0.00007501448,0.000213917,0.0001027617,0.0004517751,0.000003568194,3.372862e-7,0.000002963951,0.0005751749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01300391,"threshold_uncertainty_score":0.2145619,"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."}}