{"id":"W1973756968","doi":"10.2118/161824-ms","title":"Water Distribution in the Montney Tight Gas Play of the Western Canadian Sedimentary Basin: Significance for Resource Evaluation","year":2012,"lang":"en","type":"article","venue":"SPE Canadian Unconventional Resources Conference","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Geology; Tight gas; Permeability (electromagnetism); Petroleum engineering; Well logging; Petrology; Soil science; Hydraulic fracturing","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":[0.000909965,0.0001468391,0.0001492998,0.0001673114,0.0001738676,0.00005174841,0.0003715774,0.00009106542,0.0003559485],"category_scores_gemma":[0.00006555396,0.00009506998,0.0001165788,0.0002690695,0.00008823521,0.000147,0.00001193324,0.0001640624,0.00002002227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000542335,"about_ca_system_score_gemma":0.0003492563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3257601,"about_ca_topic_score_gemma":0.8260677,"domain_scores_codex":[0.9984697,0.0001774957,0.0003011002,0.0001527267,0.0004236717,0.000475299],"domain_scores_gemma":[0.9991929,0.00007847763,0.00004641633,0.000273819,0.0001168833,0.0002915144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001964076,0.0003283202,0.4158837,0.0006160768,0.001245,0.00003273073,0.05674246,0.2989073,0.003748942,0.02060417,0.1819571,0.01973782],"study_design_scores_gemma":[0.0005932206,0.00002450271,0.04315086,0.0001118644,0.0001130048,0.000006120029,0.001199991,0.04380019,0.002556426,0.0006930169,0.9074436,0.0003071316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623841,0.0005447866,0.001180061,0.01886548,0.0005501791,0.001629593,0.001072235,0.00003098964,0.01374258],"genre_scores_gemma":[0.9978819,0.000008445094,0.00001301561,0.0006884799,0.0001282305,0.0001205321,0.0007710319,0.00001400812,0.0003743831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7254865,"threshold_uncertainty_score":0.6787297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244924446866555,"score_gpt":0.2292948598562604,"score_spread":0.204802415169605,"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."}}