{"id":"W3034667394","doi":"","title":"Evaluation of shale gas potential based on organic matter characteristics and gas concentration in the Devonian Horn River Formation, Canada","year":2017,"lang":"en","type":"article","venue":"EGUGA","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Shale gas; Devonian; Petroleum engineering; Organic matter; French horn; Oil shale; Geology; Natural gas; Environmental science; Geochemistry; Chemistry; Paleontology; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003230767,0.0000614507,0.00007890605,0.00003089731,0.00008914835,0.00005138754,0.00009352953,0.00002905973,0.0001743144],"category_scores_gemma":[0.00004489943,0.00004862414,0.00001452267,0.00004536162,0.00002257059,0.0001409082,0.000005923623,0.00005854573,0.000007256038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008093254,"about_ca_system_score_gemma":0.00006883161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003527788,"about_ca_topic_score_gemma":0.04710846,"domain_scores_codex":[0.9992977,0.00006287789,0.0001545242,0.00006141345,0.0003438808,0.0000795979],"domain_scores_gemma":[0.9996218,0.00001153115,0.00006232977,0.000199254,0.00008323014,0.00002182149],"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":[0.0001083833,0.0002914521,0.42857,0.0005137299,0.0003625354,0.00005149859,0.01686338,0.4489626,0.04954949,0.0002391678,0.02061269,0.03387509],"study_design_scores_gemma":[0.0003902719,0.000008581317,0.1551139,0.00001671383,0.00004090966,0.000001041366,0.00009124216,0.8421248,0.001957525,0.00005055571,0.000138408,0.0000660754],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964455,0.00001378117,0.001090003,0.001081469,0.00009986023,0.0001296955,0.00001067456,0.000006693033,0.001122337],"genre_scores_gemma":[0.9997438,0.00001320844,0.00001626768,0.0001195292,0.00003793336,0.00000860537,0.00004504079,0.000006233478,0.000009382035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3931621,"threshold_uncertainty_score":0.9702793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160594396076268,"score_gpt":0.2152670709910273,"score_spread":0.2036611270302647,"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."}}