{"id":"W2061178304","doi":"10.2118/137795-ms","title":"Unconventional Resource Assessment of the Montney Formation in Alberta","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Petrography; Oil shale; Silt; Mineralogy; Maturity (psychological); Tight gas; Well logging; Petroleum engineering; Geomorphology; Hydraulic fracturing; Paleontology","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":[0.0002302447,0.0002671319,0.0001719002,0.001655585,0.001313302,0.00123023,0.0006115285,0.0002492328,0.001602136],"category_scores_gemma":[0.0003538015,0.0001070604,0.0001781773,0.002093104,0.0007510791,0.0002359036,0.0007072169,0.0001729488,0.000131976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01249261,"about_ca_system_score_gemma":0.008155234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9491706,"about_ca_topic_score_gemma":0.9877181,"domain_scores_codex":[0.999642,0.00001542071,0.000007856458,0.00003469501,0.0002289962,0.00007100544],"domain_scores_gemma":[0.9997341,0.00002187543,0.00003195341,0.000009800743,0.0001553166,0.00004703038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000744131,0.0001002168,0.8220314,0.0002363774,0.0001733877,0.003468773,0.003790558,0.01634805,0.03243929,0.003389271,0.003737439,0.1135411],"study_design_scores_gemma":[0.0000118186,0.00005517582,0.9651024,0.00005652637,0.00003385993,0.0002890276,0.006558621,0.008299173,0.005581685,0.0003931885,0.01358858,0.00002995929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875321,0.0004462689,0.0007960551,0.0001843575,0.000006130797,0.00003156715,0.001237039,0.00005115173,0.009715279],"genre_scores_gemma":[0.9943721,0.0002045121,0.001189792,0.00002776118,0.000002621083,0.000005076592,0.0007166695,0.000008746371,0.003472748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05082935,"threshold_uncertainty_score":0.1022573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101376738106509,"score_gpt":0.227228988434113,"score_spread":0.2162152210530479,"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."}}