{"id":"W2069135396","doi":"10.2118/2002-079","title":"Preliminary Laboratory Evaluation of Cold and Post-Cold Production Methods for Heavy Oil Reservoirs","year":2002,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada); University of Calgary","funders":"","keywords":"Production (economics); Environmental science; Petroleum engineering; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006569864,0.0001195916,0.0001543468,0.0003436722,0.00006864769,0.00004382475,0.0001891697,0.00008638309,0.0002108508],"category_scores_gemma":[0.000487598,0.0001289793,0.00004855858,0.0001211191,0.000054006,0.0002178578,0.00001363999,0.0001225235,0.000005851141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002836295,"about_ca_system_score_gemma":0.0001514292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003088387,"about_ca_topic_score_gemma":0.007713495,"domain_scores_codex":[0.9990308,0.00007719365,0.0002362438,0.0002141518,0.0002532078,0.000188404],"domain_scores_gemma":[0.9986652,0.0000771703,0.00005474875,0.0001963856,0.0008328172,0.0001737224],"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":[0.00005431776,0.00005733333,0.0005366689,0.000335039,0.0005868095,0.000004292184,0.0008917433,0.9060794,0.04426545,0.001949297,0.0118817,0.03335801],"study_design_scores_gemma":[0.0003413962,0.00006140836,0.001178979,0.00007846785,0.00009348888,0.000003461098,0.0001273427,0.9058657,0.02423442,0.00007016199,0.0677645,0.0001806919],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765872,0.002134858,0.002813461,0.005680997,0.00119319,0.0002000266,0.0002446176,0.00008027385,0.0110654],"genre_scores_gemma":[0.9954726,0.0001557922,0.002025109,0.00006419114,0.0001271431,0.0001039945,0.00003084186,0.00001869656,0.002001615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0558828,"threshold_uncertainty_score":0.5259623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02806878277351669,"score_gpt":0.2808262391311745,"score_spread":0.2527574563576578,"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."}}