{"id":"W4411451044","doi":"10.24908/cpp-apc.v2025i1.18292","title":"Views from the shore: An analysis of public comments on an offshore wind energy future in Nova Scotia, Canada","year":2025,"lang":"en","type":"article","venue":"Canadian Planning and Policy / Aménagement et politique au Canada","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dartmouth College","keywords":"Offshore wind power; Nova scotia; Government (linguistics); Wind power; Work (physics); Political science; Environmental planning; Thematic analysis; Public consultation; Politics; Public policy; Environmental resource management; Business; Geography; Public relations; Sociology; Engineering; Environmental science; Qualitative research; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003439495,0.0004489231,0.0004523628,0.002250997,0.01379605,0.004028969,0.001096489,0.001146344,0.002117473],"category_scores_gemma":[0.01021034,0.0003225272,0.0002896462,0.004191897,0.004406171,0.0008771702,0.003109824,0.001812686,0.0001802601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05399072,"about_ca_system_score_gemma":0.05872474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9777123,"about_ca_topic_score_gemma":0.9907258,"domain_scores_codex":[0.9962962,0.001019143,0.0001685987,0.0002860861,0.001204615,0.001025245],"domain_scores_gemma":[0.9854832,0.005722289,0.001288942,0.0001959792,0.005359848,0.001949802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007687198,0.00002456388,0.02885675,0.0001656494,0.00001199535,0.001497782,0.958899,0.00008495469,0.001600601,0.0004406645,0.002400732,0.005940448],"study_design_scores_gemma":[0.00000204691,0.00001631513,0.0326065,0.0001191955,0.000006156413,0.0000618956,0.9573342,0.00007144054,0.0001692738,0.00002599222,0.009563696,0.00002334986],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893968,0.0003522996,0.0001634921,0.002365315,0.00005058734,0.00007085716,0.0004794689,0.000007614753,0.007113476],"genre_scores_gemma":[0.9920393,0.00077025,0.0002477248,0.0009368784,0.00002271882,0.00005993272,0.000293304,0.00002485307,0.005605053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05399072,"threshold_uncertainty_score":0.3917319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758149130271857,"score_gpt":0.3207887435004931,"score_spread":0.2932072521977745,"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."}}