{"id":"W2608578223","doi":"","title":"Review of Approaches to and Best Practices in the Regulation of Hydraulic Fracturing in Canada: Appendix M of the Final Report of the Newfoundland & Labrador Hydraulic Fracturing Review Panel","year":2016,"lang":"en","type":"article","venue":"Knowledge@SchulichLaw","topic":"Legal Systems and Judicial Processes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydraulic fracturing; Best practice; Engineering; Environmental planning; Petroleum engineering; Law; Political science; Environmental science","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":[0.003160607,0.0001607554,0.0006117426,0.00005312801,0.0001428515,0.0000134033,0.0006544242,0.00007581967,0.00003906635],"category_scores_gemma":[0.003379038,0.00007767397,0.00009599503,0.0009005374,0.0002581741,0.0002968945,0.000148933,0.0001861833,0.000002244551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661054,"about_ca_system_score_gemma":0.001315336,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7714013,"about_ca_topic_score_gemma":0.9343905,"domain_scores_codex":[0.9971794,0.0007014158,0.001055324,0.0002772466,0.0005462766,0.00024029],"domain_scores_gemma":[0.9966744,0.0006988336,0.001878494,0.0005206761,0.0001742788,0.00005329992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001834868,0.001376026,0.572906,0.1297306,0.0002893765,0.00002491593,0.05795549,0.0001051328,0.002484081,0.01599275,0.01029991,0.2086523],"study_design_scores_gemma":[0.0006122454,0.00009196822,0.4271945,0.1111666,0.0002477365,0.00003939206,0.002308939,0.00001346154,0.002590604,0.001176991,0.4541651,0.0003924463],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7285441,0.1939697,0.00001247868,0.02610728,0.0003402529,0.003032407,0.00001648999,0.000008590298,0.04796864],"genre_scores_gemma":[0.990598,0.008677898,0.00001596436,0.000284549,0.0001129573,0.00003683444,0.000001106617,0.00001007939,0.0002626105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4438652,"threshold_uncertainty_score":0.4045268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1415297142033819,"score_gpt":0.3215966750295495,"score_spread":0.1800669608261676,"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."}}