{"id":"W2095139443","doi":"10.2118/77861-ms","title":"Numerical Simulation Studies of Thermally-Induced Gas Production from Hydrate Accumulations with No Free Gas Zones at the Mallik Site, Mackenzie Delta, Canada","year":2002,"lang":"en","type":"article","venue":"SPE Asia Pacific Oil and Gas Conference and Exhibition","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrate; Cabin pressurization; Permafrost; Methane; Clathrate hydrate; Isothermal process; Saturation (graph theory); Natural gas; Geology; Dissociation (chemistry); Petroleum engineering; Chemistry; Thermodynamics; Materials 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001155321,0.0001871017,0.0002035496,0.00002278342,0.0003310571,0.00003611974,0.00007003947,0.00006426671,0.0008878714],"category_scores_gemma":[0.00003334653,0.0001180434,0.00002320398,0.0001630551,0.0002186474,0.0002255037,0.00006772318,0.0001266341,0.00002867734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000647644,"about_ca_system_score_gemma":0.00001547552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0373175,"about_ca_topic_score_gemma":0.07659192,"domain_scores_codex":[0.9988182,0.00009256364,0.0002440236,0.0003640604,0.0002760323,0.0002051748],"domain_scores_gemma":[0.9993676,0.00009434161,0.000150534,0.0002501628,0.00005791945,0.00007945263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001524715,0.0007842193,0.1134755,0.0003835779,0.000903365,0.00008992255,0.033807,0.1848387,0.2102228,0.0006912574,0.01353917,0.4397398],"study_design_scores_gemma":[0.008062947,0.002737785,0.1513039,0.001422988,0.001346775,0.0001823928,0.02639408,0.6912643,0.06378078,0.03354614,0.01594329,0.004014543],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898827,0.0003095687,0.00003046198,0.003486883,0.0001014454,0.0001184916,0.00004392038,0.00001653773,0.006009979],"genre_scores_gemma":[0.9971358,0.001381633,0.0001321473,0.00004580855,0.00006175662,0.00001354616,0.000084447,0.00001084332,0.001134004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5064256,"threshold_uncertainty_score":0.9721569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02825099420494848,"score_gpt":0.2270583912227832,"score_spread":0.1988073970178347,"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."}}