{"id":"W4323657635","doi":"10.2118/212780-ms","title":"Evaluation of the First Field Piloting of the THAI Process: Athabasca Pilot","year":2023,"lang":"en","type":"article","venue":"","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Secondary air injection; Ignition system; Process (computing); Geology; Steam injection; Spontaneous combustion; Drilling; Environmental science; Combustion; Petroleum engineering; Mechanical engineering; Engineering; Automotive engineering; Computer science","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":[0.0008003676,0.0005640225,0.0003019117,0.0004351371,0.0009865857,0.0005462184,0.0005666983,0.000516672,0.001777005],"category_scores_gemma":[0.0007394739,0.0001607889,0.0003278517,0.0002742404,0.0004616835,0.0003820369,0.0005284696,0.0006314976,0.0003551673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008841821,"about_ca_system_score_gemma":0.001212796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01508117,"about_ca_topic_score_gemma":0.02608393,"domain_scores_codex":[0.9994911,0.00006464699,0.00001815408,0.00007785045,0.0002158081,0.0001324599],"domain_scores_gemma":[0.9992071,0.0001000328,0.00006202761,0.00007546842,0.0003671394,0.0001883179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004553513,0.005978298,0.05335283,0.0009715772,0.0001025962,0.002515573,0.002321838,0.01979052,0.7645318,0.0007442106,0.001337015,0.1438003],"study_design_scores_gemma":[0.0006033183,0.06227097,0.200601,0.0001253743,0.0002471933,0.0009932573,0.007471945,0.03690688,0.6672998,0.0004961057,0.02282855,0.0001556821],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947513,0.00004195992,0.002681041,0.00003148914,0.00001075736,0.0003110075,0.0001678568,0.00009887236,0.001905725],"genre_scores_gemma":[0.9935687,0.00005923393,0.00466426,0.0000178479,0.000003945407,0.0001135481,0.0002354924,0.00002558708,0.001311376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9849188,"threshold_uncertainty_score":0.0299868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03917248420446234,"score_gpt":0.2933610957194586,"score_spread":0.2541886115149963,"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."}}