{"id":"W2921867562","doi":"10.3390/su11061627","title":"Global Shale Revolution: Successes, Challenges, and Prospects","year":2019,"lang":"en","type":"article","venue":"Sustainability","topic":"Coal and Coke Industries Research","field":"Energy","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil shale; Directional drilling; China; Estimation; Petroleum industry; Shale gas; Natural resource economics; Fossil fuel; Business; Shale oil; Unconventional oil; Drilling; Petroleum engineering; Economy; Environmental science; Geography; Economics; Engineering; Environmental engineering; Waste management","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":[0.001348182,0.0003637926,0.0003342043,0.001062651,0.0007731016,0.003687373,0.0003995531,0.001244431,0.005189356],"category_scores_gemma":[0.001176021,0.000105567,0.000263607,0.002442477,0.001649686,0.003990134,0.002020086,0.0009492596,0.0006922358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009042132,"about_ca_system_score_gemma":0.001663104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001541955,"about_ca_topic_score_gemma":0.003093912,"domain_scores_codex":[0.9995974,0.00009623259,0.00001790638,0.00005207281,0.00009255648,0.0001439012],"domain_scores_gemma":[0.9993587,0.0002031402,0.0001037827,0.0000448211,0.0001473876,0.0001421874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000301745,0.0001712655,0.03714696,0.002612398,0.00005454449,0.001961936,0.003084582,0.002675811,0.001606091,0.1947782,0.03067479,0.7249316],"study_design_scores_gemma":[0.0000249442,0.0004370493,0.08080561,0.002602344,0.00007130556,0.002470231,0.03518676,0.002013864,0.001511513,0.1029804,0.7717923,0.0001036687],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2121008,0.5101516,0.002935166,0.1146364,0.001868884,0.00004909515,0.0008237936,0.0001805618,0.1572536],"genre_scores_gemma":[0.6928948,0.2896756,0.002069263,0.003457298,0.00100751,0.00003320834,0.000432887,0.00004041546,0.01038897],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005189356,"threshold_uncertainty_score":0.01736015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01650130159314691,"score_gpt":0.2790199329141032,"score_spread":0.2625186313209563,"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."}}