{"id":"W1950115506","doi":"10.1306/13171239st593381","title":"Regional Assessment of Suitability of Organic-Rich Gas Shales for Carbon Sequestration","year":2009,"lang":"en","type":"article","venue":"American Association of Petroleum Geologists eBooks","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Oil shale; Adsorption; Maturity (psychological); Mineralogy; Natural gas; Geology; Organic matter; Devonian; Volume (thermodynamics); Total organic carbon; Drill cuttings; Drilling; Chemistry; Geochemistry; Environmental chemistry; Drilling fluid; Materials science; Organic chemistry","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":[0.0003851361,0.0002707638,0.0001815032,0.0008879416,0.0002437399,0.0005737785,0.0001947871,0.0002593152,0.0004531594],"category_scores_gemma":[0.0004959754,0.000136563,0.0002505138,0.0005456988,0.0002655177,0.0002519682,0.0003102793,0.00008561101,0.0001196878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007498144,"about_ca_system_score_gemma":0.000380691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02873181,"about_ca_topic_score_gemma":0.04990992,"domain_scores_codex":[0.999822,0.00003568331,0.00001154084,0.00005071259,0.00002837895,0.00005171611],"domain_scores_gemma":[0.999635,0.00006450988,0.00008479956,0.0000253766,0.0001455022,0.00004480084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007448729,0.00003952926,0.8876308,0.00008161794,0.0002119354,0.0003744804,0.0002204353,0.01365112,0.08719178,0.0002738991,0.00009803124,0.00948169],"study_design_scores_gemma":[0.000007807083,0.00009724344,0.9902987,0.000006990126,0.00004025556,0.00006358245,0.0002726389,0.003418525,0.005407113,0.00003009406,0.0003496349,0.000007278708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993874,0.00005677451,0.0000915766,0.000006557026,6.960444e-7,0.000003685184,0.0001561068,0.000006968412,0.0002902197],"genre_scores_gemma":[0.9997576,0.0000202363,0.00006564245,0.000001228632,7.205097e-7,0.000001671627,0.00008610937,0.000001044999,0.00006580969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02873181,"threshold_uncertainty_score":0.05712914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274006608254893,"score_gpt":0.2623023014761547,"score_spread":0.2495622353936058,"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."}}