{"id":"W4414218973","doi":"10.3390/books978-3-03897-875-6-11","title":"<p>Community-Oriented Climate Action Plan in a Mid-Sized Shoreline Municipality: A Canadian Case Study</p>","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Conviction; Action (physics); CLARITY; Action plan; Political economy of climate change; Global warming; Enthusiasm; Obligation","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":[],"consensus_categories":[],"category_scores_codex":[0.001652708,0.0004669872,0.0003718238,0.001079032,0.0315961,0.003893254,0.003325425,0.003844324,0.004935172],"category_scores_gemma":[0.004045425,0.0003841179,0.0005173472,0.003428685,0.004823096,0.00156912,0.003240894,0.003127476,0.0003385113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07728315,"about_ca_system_score_gemma":0.0836658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9797397,"about_ca_topic_score_gemma":0.9958315,"domain_scores_codex":[0.997555,0.0006606051,0.00004429841,0.0001528001,0.0003693007,0.001217895],"domain_scores_gemma":[0.9969866,0.0004091958,0.0001432636,0.00008239705,0.0006724747,0.001706201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001801521,0.00119858,0.07693046,0.0008366425,0.00007349574,0.05651364,0.6304593,0.003814091,0.002570823,0.07834451,0.07315166,0.07592668],"study_design_scores_gemma":[0.00002284056,0.0001637033,0.03815362,0.0003383479,0.00003174051,0.001764509,0.8265418,0.001510262,0.00027837,0.00173284,0.1293868,0.00007517154],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8761457,0.002021874,0.001967694,0.03094339,0.0001989003,0.0008181374,0.0005432998,0.00005868049,0.08730245],"genre_scores_gemma":[0.9615769,0.002110149,0.002733956,0.002399013,0.00002668476,0.0001860673,0.0002368848,0.00003529783,0.03069498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07728315,"threshold_uncertainty_score":0.5607312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04477422647449752,"score_gpt":0.2808154533604868,"score_spread":0.2360412268859893,"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."}}