{"id":"W1979333770","doi":"10.1016/j.apenergy.2013.02.035","title":"Practical process design for in situ gasification of bitumen","year":2013,"lang":"en","type":"article","venue":"Applied Energy","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":113,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Asphalt; Oil sands; Petrochemical; Synthetic crude; Environmental science; Waste management; Oil refinery; Methane; Unconventional oil; Fossil fuel; Environmental engineering; Chemistry; Materials science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006581484,0.00005760333,0.00009989052,0.00008493214,0.00001015827,0.000009810944,0.00005271898,0.00005046089,0.00003509463],"category_scores_gemma":[0.00001118121,0.0000541234,0.00002062626,0.0001963675,0.00001102474,0.00007920761,0.000003918205,0.00003082453,0.00001111299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001443871,"about_ca_system_score_gemma":0.00001332654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002193433,"about_ca_topic_score_gemma":0.00002917534,"domain_scores_codex":[0.9995714,0.00000780544,0.0001620679,0.00008339228,0.00007394072,0.0001014252],"domain_scores_gemma":[0.9997707,0.00004919702,0.00002369953,0.00009776324,0.00002764188,0.00003102211],"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":[0.00001670229,0.00009061747,0.0000134367,0.0000755423,0.0000542056,3.288722e-7,0.0003688528,0.6891901,0.2807383,0.02198202,0.002198857,0.005270955],"study_design_scores_gemma":[0.0002921671,0.00001611831,0.00005038632,0.000004668937,0.00001210519,3.00977e-7,0.0002385459,0.5112341,0.4831027,0.003986435,0.0009510269,0.0001114977],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03562238,0.00002105806,0.9498143,0.0002152458,0.00002389344,0.0001864257,4.457305e-7,0.00007864901,0.01403762],"genre_scores_gemma":[0.9944205,0.00002380401,0.004948927,0.00002290536,0.00002011673,0.0004899413,0.00001469392,0.00001361835,0.00004554287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9587981,"threshold_uncertainty_score":0.2207088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0255011225657098,"score_gpt":0.2556316613993013,"score_spread":0.2301305388335915,"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."}}