{"id":"W4387473983","doi":"10.4095/332192","title":"Integrated climate change adaptation to increase resilience in Canadian coastal communities","year":2023,"lang":"en","type":"report","venue":"","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Adaptation (eye); Climate change; Climate change adaptation; Environmental resource management; Geography; Environmental science; Environmental planning; Oceanography; Geology; Psychology","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":[0.001597685,0.0006801239,0.0003477172,0.001554013,0.002491958,0.001643121,0.001512458,0.001094767,0.008838904],"category_scores_gemma":[0.002258914,0.000235076,0.0006915138,0.003542414,0.0004815182,0.0005411547,0.002354226,0.0009020594,0.000606497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04604233,"about_ca_system_score_gemma":0.17301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959045,"about_ca_topic_score_gemma":0.9987148,"domain_scores_codex":[0.9984136,0.0001061975,0.00003513401,0.00007180419,0.0006667064,0.0007065232],"domain_scores_gemma":[0.9965457,0.0001007739,0.000098886,0.00009492233,0.001973711,0.001186052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006428367,0.0004631551,0.1245028,0.0008219886,0.0003248347,0.0004363591,0.001934507,0.01204431,0.001819032,0.007263688,0.6662473,0.1834992],"study_design_scores_gemma":[0.0001515734,0.0001257008,0.7814125,0.0003430567,0.0002013037,0.00006622155,0.005549182,0.003392194,0.001135559,0.0009783667,0.2065677,0.00007670531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3647932,0.01602856,0.004346389,0.05549616,0.001779449,0.002820189,0.2076719,0.001140983,0.3459232],"genre_scores_gemma":[0.6541397,0.01248292,0.01081856,0.004560641,0.0002686399,0.001401975,0.06449311,0.000177876,0.2516565],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04604233,"threshold_uncertainty_score":0.334062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08202766992129608,"score_gpt":0.2857342150234967,"score_spread":0.2037065451022007,"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."}}