{"id":"W4317797130","doi":"10.32920/21944069","title":"Debating Extractivism: Stakeholder Communications in British Columbia’s Liquefied Natural Gas Controversy","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Politics; Ideology; Political science; Government (linguistics); Civil society; Political economy; Liquefied natural gas; Stakeholder; Corporate governance; Public administration; Sociology; Economics; Law; Natural gas; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006629927,0.000494765,0.00047215,0.002634264,0.055843,0.01184116,0.001634242,0.004284754,0.00450816],"category_scores_gemma":[0.01089017,0.0004794851,0.0002817984,0.004879588,0.02543594,0.004501848,0.006500259,0.006175418,0.0002800673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09325257,"about_ca_system_score_gemma":0.0665599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9392796,"about_ca_topic_score_gemma":0.9643185,"domain_scores_codex":[0.9933738,0.002808448,0.0001294112,0.000448104,0.001722745,0.001517572],"domain_scores_gemma":[0.9879023,0.007590121,0.0004205926,0.000327662,0.002435853,0.001323563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004629331,0.00001854326,0.00348696,0.00008881387,0.000008801207,0.001222962,0.9458672,0.0001362329,0.001130836,0.0266774,0.01245577,0.008860134],"study_design_scores_gemma":[0.000005317936,0.000006508435,0.003272363,0.0001478286,0.00000806443,0.00009088203,0.8784036,0.0001903973,0.0003895017,0.002252555,0.1151892,0.00004378156],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.819792,0.00204663,0.001078509,0.06324595,0.0002957847,0.00006131017,0.0002093759,0.00004575352,0.1132246],"genre_scores_gemma":[0.982276,0.000662606,0.0002399258,0.004948467,0.0000260653,0.00002593451,0.00006125109,0.00004222404,0.01171746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09325257,"threshold_uncertainty_score":0.676598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03804620533775479,"score_gpt":0.2505980355758468,"score_spread":0.212551830238092,"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."}}