{"id":"W4317797163","doi":"10.32920/21944084.v1","title":"Debating Resource-Driven Development: A Comparative Analysis of Media Coverage on the Pacific Northwest LNG Project in British Columbia","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; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Liquefied natural gas; Newspaper; Government (linguistics); Media coverage; Resource (disambiguation); Argument (complex analysis); Political science; Mass media; Business; Advertising; Engineering; Natural gas; Media studies; Sociology","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":[0.001800217,0.0003486436,0.0003184917,0.00690599,0.004989423,0.004760813,0.001076635,0.0006953925,0.004047689],"category_scores_gemma":[0.0111996,0.0002848792,0.0001542021,0.01456533,0.002167838,0.001553272,0.002804094,0.001186473,0.0002823373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02304793,"about_ca_system_score_gemma":0.02224719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9691535,"about_ca_topic_score_gemma":0.9864358,"domain_scores_codex":[0.9973958,0.0004158094,0.00009051603,0.0002131004,0.001148709,0.0007362239],"domain_scores_gemma":[0.9849668,0.003663267,0.002601703,0.0004306656,0.006785587,0.001552084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004618775,0.0001422435,0.5784842,0.0007610974,0.0002320489,0.002408635,0.3104388,0.0003934675,0.001878099,0.003851307,0.02407973,0.07686843],"study_design_scores_gemma":[0.000005442819,0.000030508,0.7039708,0.000333288,0.00005632088,0.0001172176,0.2658537,0.0001934805,0.00036483,0.00007125991,0.02895027,0.00005293946],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967591,0.001368231,0.00009600949,0.001652522,0.00003880751,0.00004189407,0.002128405,0.00001319506,0.02706994],"genre_scores_gemma":[0.9891088,0.002505297,0.0001029727,0.0003804926,0.00002689741,0.00003499256,0.001381345,0.00002823049,0.006430954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03084648,"threshold_uncertainty_score":0.1672252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02556228192137909,"score_gpt":0.2317092422245484,"score_spread":0.2061469603031693,"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."}}