{"id":"W2393411212","doi":"","title":"Evaluation of China shale gas from the exploration and development of North America shale gas","year":2011,"lang":"en","type":"article","venue":"Journal of Xi'an Shiyou University","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil shale; Unconventional oil; Shale gas; Geology; Petroleum engineering; China; Natural gas; Fossil fuel; Tight oil; Resource (disambiguation); Mining engineering; Shell in situ conversion process; Geochemistry; Paleontology; Geography; Engineering; Waste management; Archaeology","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":[0.0004215745,0.00007945929,0.0001362876,0.000008650398,0.0001003838,0.000003514177,0.0002179656,0.00002893796,0.0005411973],"category_scores_gemma":[0.00001415383,0.00006350551,0.00003728216,0.00009722193,0.0002173546,0.000514482,0.0001192062,0.00009027078,0.000005129695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002203365,"about_ca_system_score_gemma":0.00003870284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004346971,"about_ca_topic_score_gemma":0.0003226703,"domain_scores_codex":[0.9989616,0.0001233523,0.0002118817,0.0001051816,0.0005123141,0.00008573001],"domain_scores_gemma":[0.9993522,0.00001725351,0.0004098311,0.0001228033,0.00002387436,0.0000740477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001784307,0.0003744797,0.7363232,0.000004213972,0.00008883177,0.000008208734,0.03251071,0.01388934,0.0009194336,0.000008404311,0.000057679,0.215637],"study_design_scores_gemma":[0.0004135552,0.0001506783,0.9880772,0.00001083322,0.0001056436,0.000003656042,0.005433151,0.004948257,0.0002738145,0.0002103221,0.0002997003,0.00007321396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870526,0.00002152256,0.01192806,0.00003664027,0.00003259029,0.00007883053,0.000004135372,0.000002258275,0.000843392],"genre_scores_gemma":[0.9751545,0.0001155647,0.02466771,0.00001346072,0.00001113463,1.143332e-7,0.000003831096,0.000004368092,0.00002934059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2517539,"threshold_uncertainty_score":0.5925731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03364171160198495,"score_gpt":0.1978306979555152,"score_spread":0.1641889863535303,"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."}}