{"id":"W4297809508","doi":"10.2118/208888-pa","title":"Characterization of the Giant Chicontepec Tight Oil Paleochannel in Mexico and Integration with Actual Cumulative Oil Production","year":2022,"lang":"en","type":"article","venue":"SPE Reservoir Evaluation & Engineering","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Oil in place; Oil shale; Geology; Petrophysics; Petroleum engineering; Tight oil; Shale oil; Mineralogy; Porosity; Petroleum; Geotechnical engineering; Paleontology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001589769,0.0002055759,0.0001949899,0.00133641,0.0005960334,0.0005710775,0.0002524735,0.0003327029,0.000765946],"category_scores_gemma":[0.0002628569,0.0001260836,0.0001546319,0.001230047,0.0003043851,0.0003380571,0.0003579369,0.0001770693,0.00006467147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001183158,"about_ca_system_score_gemma":0.0009580389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1720009,"about_ca_topic_score_gemma":0.3083301,"domain_scores_codex":[0.9999133,0.000004029038,0.000004692203,0.00002628938,0.00002687255,0.00002488501],"domain_scores_gemma":[0.9998604,0.00001615203,0.00003396394,0.00001023196,0.00006752681,0.00001167348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001919236,0.00009726408,0.9257262,0.0001201308,0.00005383341,0.00112904,0.0004649641,0.02041877,0.02265665,0.0009096795,0.00064266,0.02758881],"study_design_scores_gemma":[0.00001052465,0.00007261146,0.9290391,0.00005212738,0.00004247406,0.000318017,0.001980046,0.05646817,0.009105346,0.0001636699,0.002723005,0.00002477979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970771,0.00005612929,0.0007374195,0.00002696284,0.000001578116,0.00001393472,0.0006334872,0.00001659984,0.001436836],"genre_scores_gemma":[0.9979534,0.00007413238,0.0009516798,0.000005566852,0.000001334299,0.00001460231,0.0005493794,0.000005145866,0.0004447332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1720009,"threshold_uncertainty_score":0.3419995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417499788626467,"score_gpt":0.2240728551395137,"score_spread":0.209897857253249,"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."}}