{"id":"W3081479395","doi":"10.2118/200381-ms","title":"Catalytic Impact of Clays During In-Situ Combustion","year":2020,"lang":"en","type":"article","venue":"SPE Improved Oil Recovery Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphaltene; Kaolinite; Combustion; Fraction (chemistry); Illite; Activation energy; Thermogravimetric analysis; Differential scanning calorimetry; Asphalt; Chemical engineering; Arrhenius equation; Materials science; Chemistry; Mineralogy; Organic chemistry; Clay minerals; Thermodynamics; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000721514,0.0002007832,0.0003886434,0.00008162857,0.00004000138,0.00006065803,0.0002694144,0.0001241761,0.0002606433],"category_scores_gemma":[0.0002202134,0.0001908819,0.0002035863,0.0002916954,0.00005728828,0.0002292534,0.00006973572,0.0003041932,0.00002731955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001417865,"about_ca_system_score_gemma":0.0002982662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003746241,"about_ca_topic_score_gemma":0.0001084104,"domain_scores_codex":[0.9987783,0.00001464639,0.0003866983,0.0003621633,0.0001640819,0.0002941254],"domain_scores_gemma":[0.9992281,0.00004369256,0.0002371419,0.0002531767,0.0000988143,0.0001391366],"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":[0.0001541046,0.0000472655,0.004258785,0.000401853,0.00006317821,0.000009504575,0.0001710039,0.0003413036,0.9287443,0.000005234114,0.000009226007,0.06579426],"study_design_scores_gemma":[0.002001616,0.0001594856,0.007187381,0.0004907409,0.0001253215,0.0000111658,0.0003332302,0.01971299,0.9691855,0.0001626267,0.00005174467,0.000578197],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584126,0.0001117216,0.0001220877,0.00014828,0.00002523829,0.000005057495,0.0000345659,0.00005424836,0.04108614],"genre_scores_gemma":[0.9976398,0.0001561595,0.000096537,0.00002514301,0.00007375048,0.000004454125,0.00004181516,0.00001773813,0.00194454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06521606,"threshold_uncertainty_score":0.7783939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783844448274308,"score_gpt":0.248327575647978,"score_spread":0.230489131165235,"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."}}