{"id":"W2765693573","doi":"","title":"Five unconventional fuels: geology and environment","year":2014,"lang":"en","type":"article","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Mining and Gasification Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Methane; Coal; Synthetic crude; Unconventional oil; Fossil fuel; Petroleum engineering; Geology; Waste management; Coal mining; Natural gas; Mining engineering; Enhanced coal bed methane recovery; Environmental science; Asphalt; Engineering","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":[0.0001180419,0.0003061144,0.0001625551,0.001158689,0.001140487,0.00209688,0.0004054702,0.0006731119,0.01949924],"category_scores_gemma":[0.0001720076,0.000107387,0.0001475436,0.002644876,0.0005448273,0.001707816,0.001634284,0.0008198219,0.003194576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002505705,"about_ca_system_score_gemma":0.00180051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03079419,"about_ca_topic_score_gemma":0.05577059,"domain_scores_codex":[0.9998819,0.000009738133,0.000006274916,0.00001382179,0.00005922555,0.0000289472],"domain_scores_gemma":[0.9999148,0.000004604895,0.00001424656,0.000008983521,0.00003505842,0.00002227722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002066507,0.0001392854,0.02610146,0.001018969,0.0000341471,0.0008952695,0.001304867,0.0009289748,0.00588204,0.1539005,0.1111349,0.6984529],"study_design_scores_gemma":[0.00000332483,0.00004330117,0.01222942,0.0002223281,0.000007036377,0.0002205458,0.001323245,0.0001569013,0.0008633026,0.006789691,0.978127,0.00001387697],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1418888,0.05321377,0.00527463,0.01978165,0.001436211,0.0001875787,0.01463956,0.0006620874,0.7629157],"genre_scores_gemma":[0.5451066,0.05878457,0.0100978,0.003880927,0.0003070196,0.0001420154,0.0104682,0.0002232112,0.3709896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03079419,"threshold_uncertainty_score":0.06523144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09782203398311314,"score_gpt":0.3113008350699302,"score_spread":0.2134788010868171,"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."}}