{"id":"W7113906117","doi":"10.1016/j.jup.2025.102085","title":"Replacing conventional energy resources with wind: An integrated economic, environmental, and social assessment","year":2025,"lang":"en","type":"article","venue":"Utilities Policy","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Tariff; Renewable energy; Net present value; Electricity; Wind power; Investment (military); Environmental impact assessment; Wind resource assessment; Offshore wind power; Fossil fuel","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002615534,0.0001475802,0.000202308,0.0001663723,0.001011643,0.000183572,0.0001973876,0.0001190651,0.0006846811],"category_scores_gemma":[0.0000158688,0.0001485814,0.00004808485,0.00009128371,0.0009860812,0.0003325279,0.00006711599,0.00008957696,0.00000299392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007453834,"about_ca_system_score_gemma":0.0007193782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0703148,"about_ca_topic_score_gemma":0.03979053,"domain_scores_codex":[0.9987186,0.00022835,0.0001912194,0.0003058761,0.0002082543,0.0003477384],"domain_scores_gemma":[0.9995832,0.00009975459,0.00009331663,0.0001229851,0.00001696334,0.00008371994],"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":[0.00007485333,0.00007181797,0.01289005,0.00001189175,0.0001074028,0.000002410002,0.01392387,0.00005247901,0.00008408805,0.9163325,0.002419993,0.05402859],"study_design_scores_gemma":[0.0006575093,0.00008069549,0.01828921,0.00002206744,0.00002659274,9.893889e-7,0.2436751,0.0001195948,0.0001324005,0.0138374,0.7228796,0.0002788329],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8947979,0.0001180338,0.0001051138,0.00214221,0.0001553476,0.00008974072,0.00005153414,0.0001035532,0.1024365],"genre_scores_gemma":[0.9775981,0.000106827,0.0002738171,0.0006679799,0.0006692769,0.0000204049,0.00003955783,0.00001303441,0.02061095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9024951,"threshold_uncertainty_score":0.9777308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038617739108583,"score_gpt":0.2944605066145743,"score_spread":0.2840743292234885,"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."}}