{"id":"W2965051714","doi":"10.4236/ijg.2019.107043","title":"Contribution to Gas Production from Minor Coal Seams and Adjacent Shales: Numerical Modelling Results for the Mannville Coal Measures, South Central Alberta","year":2019,"lang":"en","type":"article","venue":"International Journal of Geosciences","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coal; Coal mining; Oil shale; Geology; Mining engineering; Petroleum engineering; Waste management; Engineering; Paleontology","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":[0.0004055693,0.00009204327,0.0001435205,0.0001096923,0.00007556954,0.0001271423,0.0003002012,0.0000344285,0.00001349893],"category_scores_gemma":[0.0001930974,0.00006028968,0.00008662953,0.0001003645,0.00003945916,0.0002615302,0.00002490126,0.0001047923,0.000007270074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007881285,"about_ca_system_score_gemma":0.00003855211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002580349,"about_ca_topic_score_gemma":0.0001683972,"domain_scores_codex":[0.998711,0.00002699295,0.0003522383,0.000154723,0.0005882499,0.0001667282],"domain_scores_gemma":[0.9992643,0.0001269428,0.000126683,0.0000781479,0.0002999156,0.0001040103],"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":[0.0002090008,0.00002104127,0.001971985,0.00000224844,0.0001180814,0.000001404149,0.001233637,0.9947059,0.0005840909,0.00006449355,0.000349644,0.0007384751],"study_design_scores_gemma":[0.0006030325,0.00007791033,0.001475094,0.00004845081,0.00003800605,0.00001457833,0.0009075711,0.9824767,0.001555353,0.0001377022,0.01256407,0.0001015178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7082052,0.0003045936,0.2843194,0.004794888,0.002052333,0.0001904174,0.00005545354,0.00001128063,0.0000664733],"genre_scores_gemma":[0.9986109,0.0001411659,0.0005889669,0.00006676489,0.0004544716,0.000004801846,0.00001633208,0.000005609993,0.0001109987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2904058,"threshold_uncertainty_score":0.2458542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747051515122361,"score_gpt":0.2351398418684585,"score_spread":0.2176693267172349,"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."}}