{"id":"W2320179528","doi":"10.2118/177134-ms","title":"Simplified Reaction Kinetics Model for In-Situ Combustion","year":2015,"lang":"en","type":"article","venue":"SPE Latin American and Caribbean Petroleum Engineering Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Texas A and M University","keywords":"Combustion; Thermogravimetric analysis; Differential scanning calorimetry; Kinetics; Saturation (graph theory); Materials science; Chemical kinetics; Asphalt; Chemical engineering; Tube furnace; Thermodynamics; Chemistry; Composite material; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007688884,0.00169285,0.001674769,0.0009466052,0.0007111392,0.001669202,0.003212422,0.00338409,0.01319082],"category_scores_gemma":[0.001655529,0.0009233337,0.002107656,0.0006672712,0.0008332029,0.002290813,0.00103795,0.002075967,0.002797682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001685398,"about_ca_system_score_gemma":0.001416516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01822015,"about_ca_topic_score_gemma":0.005515927,"domain_scores_codex":[0.9995269,0.000060447,0.00002564334,0.0001645391,0.0001408614,0.00008174706],"domain_scores_gemma":[0.9994413,0.0001987757,0.00007615844,0.00005244401,0.0001936715,0.00003752983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008713963,0.00009881976,0.0008702159,0.0002747112,0.00004864856,0.0002967149,0.000121369,0.9498948,0.01622316,0.02627989,0.0008858446,0.004918727],"study_design_scores_gemma":[0.00001620886,0.00001788049,0.000188959,0.000006796761,0.00001349406,0.00004126797,0.00001180833,0.9953557,0.001237676,0.001977532,0.001121066,0.00001159043],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1235792,0.002407269,0.7923012,0.00122195,0.0009933896,0.0005508983,0.004183112,0.001245104,0.07351793],"genre_scores_gemma":[0.8767174,0.001534255,0.02401944,0.0003100947,0.000136963,0.001425099,0.001711227,0.0002427868,0.09390285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01822015,"threshold_uncertainty_score":0.04412764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353401981110462,"score_gpt":0.2423833168349197,"score_spread":0.2188492970238151,"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."}}