{"id":"W2379102394","doi":"","title":"North American shale gas policy research findings","year":2013,"lang":"en","type":"article","venue":"Journal of Tsinghua University(Science and Technology)","topic":"Global Energy Security and Policy","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shale gas; Oil shale; Incentive; Unconventional oil; Production (economics); Energy security; Energy policy; Petroleum engineering; Hydraulic fracturing; Natural resource economics; Business; Engineering; Economics; Renewable energy; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004973981,0.0001043206,0.0002059383,0.002995405,0.0006130811,0.0000906741,0.0009157453,0.00008547542,0.00002477928],"category_scores_gemma":[0.0006057803,0.00009535687,0.00004241978,0.006820968,0.003335756,0.0007737482,0.0003357459,0.0005273572,0.00003991219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003513114,"about_ca_system_score_gemma":0.0005988902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007666315,"about_ca_topic_score_gemma":0.001106286,"domain_scores_codex":[0.9985227,0.00003837038,0.000167843,0.0001991076,0.0005265996,0.0005453782],"domain_scores_gemma":[0.998156,0.00004809134,0.0001543344,0.0002142442,0.001198895,0.0002284786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003021085,0.0001303461,0.00931491,0.00000822332,0.00003264334,0.0001606936,0.0006352289,0.00003763296,0.006940156,0.872323,0.003365641,0.1070213],"study_design_scores_gemma":[0.0009787057,0.001584913,0.03503983,0.00007293726,0.00003166415,0.0007006412,0.006661938,0.0001667508,0.007372372,0.02849399,0.9184995,0.0003967643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619309,0.00004337987,0.000003836631,0.0137532,0.00005456409,0.00004081102,0.000001389279,0.0000370558,0.02413489],"genre_scores_gemma":[0.9980984,0.0002814337,0.0007461085,0.0001810421,0.00009269255,1.478031e-7,2.128876e-7,0.000005585478,0.0005943945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9151338,"threshold_uncertainty_score":0.9993766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460545050442009,"score_gpt":0.2669367294646541,"score_spread":0.2523312789602341,"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."}}