{"id":"W4255918171","doi":"10.2118/2003-176","title":"Low-Temperature Oxidation of Oils in Terms of SARA Fractions: Why Simple Reaction Models Don't Work","year":2003,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Research Council (Canada)","funders":"","keywords":"Work (physics); Simple (philosophy); Chemistry; Thermodynamics; Physics; Philosophy","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":[0.002100018,0.0008431865,0.001073741,0.0005324185,0.0002785505,0.001404871,0.001474005,0.00129179,0.001118128],"category_scores_gemma":[0.003476208,0.0004933451,0.001147581,0.0004746735,0.0009398453,0.002899841,0.0006133734,0.001634609,0.001238478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008327179,"about_ca_system_score_gemma":0.0006301221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004667391,"about_ca_topic_score_gemma":0.003340625,"domain_scores_codex":[0.9994824,0.0002173597,0.00003493201,0.00007533696,0.000153396,0.00003662708],"domain_scores_gemma":[0.9988458,0.0006759955,0.0001059586,0.0001229012,0.0001992709,0.00005000087],"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":[0.0003928654,0.0003596225,0.007667327,0.002175847,0.0004351814,0.0002592565,0.0004829458,0.8043871,0.02652589,0.0725562,0.006784,0.07797366],"study_design_scores_gemma":[0.0000504266,0.0001596667,0.001139485,0.0001710117,0.00005998806,0.00005681777,0.0001127423,0.9056228,0.004724179,0.08020055,0.007635149,0.00006729888],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3429609,0.04285508,0.5747131,0.01951683,0.001525904,0.0002418587,0.0007942782,0.002309011,0.01508305],"genre_scores_gemma":[0.9132755,0.01964501,0.05559467,0.0008170694,0.0003679334,0.00027244,0.0003236622,0.0005285208,0.009175173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004667391,"threshold_uncertainty_score":0.01110607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538810134806724,"score_gpt":0.2381970983983927,"score_spread":0.2228089970503255,"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."}}