{"id":"W4367336426","doi":"10.1007/978-3-031-24271-7_6","title":"Hydraulic Fracturing in New Brunswick: Trust, Deliberation, and Risk Decision-Making","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deliberation; Context (archaeology); Hydraulic fracturing; Shale gas; Public engagement; Political science; Scale (ratio); Risk management; Perception; Public relations; Psychology; Engineering; Oil shale; Management; Economics; Petroleum engineering; Geography; Politics; Law; Cartography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001418895,0.0003001264,0.0002226933,0.001075796,0.006743795,0.006174377,0.001222496,0.0008982577,0.006914527],"category_scores_gemma":[0.002643563,0.0002095244,0.0001893143,0.0028583,0.007971009,0.001702765,0.001711564,0.001931856,0.0003541943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1202778,"about_ca_system_score_gemma":0.1242556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9767392,"about_ca_topic_score_gemma":0.9917845,"domain_scores_codex":[0.9990292,0.0002713064,0.0000287212,0.00007497481,0.0003432766,0.0002526834],"domain_scores_gemma":[0.9984907,0.0007663508,0.00009544478,0.00005252841,0.0003835802,0.0002113575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005686962,0.00004565647,0.0080058,0.0003630401,0.00001855791,0.00103308,0.09309438,0.004469194,0.0005133156,0.7003589,0.06887989,0.1231614],"study_design_scores_gemma":[0.00001260044,0.00001488362,0.01325912,0.001005635,0.00001281176,0.0001956572,0.09341098,0.001781608,0.0006988273,0.06686468,0.8226711,0.00007202064],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1072988,0.02903824,0.004131542,0.06470191,0.0006219193,0.0001465431,0.0004423842,0.00005721365,0.7935615],"genre_scores_gemma":[0.8234358,0.0190491,0.003046567,0.001804997,0.00005947439,0.00006300971,0.000210778,0.00004875332,0.1522814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9932562,"threshold_uncertainty_score":0.8726807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475670646206185,"score_gpt":0.3067134770353123,"score_spread":0.2819567705732504,"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."}}