{"id":"W3129623606","doi":"10.3390/su13042344","title":"How Ecosystem-Based Adaptation to Climate Change Can Help Coastal Communities through a Participatory Approach","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Brock University","keywords":"Environmental resource management; Sustainability; Ecosystem services; Climate change; Adaptive capacity; Natural resource; Vulnerability (computing); Environmental planning; Corporate governance; Population; Ecosystem; Geography; Business; Ecology; Environmental science","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":[0.02099041,0.0007381,0.0002917843,0.001166976,0.01359638,0.009062485,0.002761102,0.004508202,0.01106214],"category_scores_gemma":[0.01599253,0.0003862876,0.001065134,0.0007294664,0.01262516,0.007718614,0.01886001,0.003873613,0.001346342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004527458,"about_ca_system_score_gemma":0.01395635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005473208,"about_ca_topic_score_gemma":0.01209213,"domain_scores_codex":[0.9844699,0.01220351,0.0002350238,0.0008048118,0.0009664477,0.001320306],"domain_scores_gemma":[0.9901201,0.004956065,0.0005023057,0.0009753354,0.0008705301,0.002575715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001016039,0.001643901,0.009063123,0.0008650047,0.0001605006,0.003853462,0.2898527,0.006688572,0.004719571,0.4404456,0.04790793,0.1946981],"study_design_scores_gemma":[0.0001197837,0.000366889,0.003192887,0.0007550827,0.00008397172,0.0007542525,0.1325245,0.004947559,0.001275575,0.4053748,0.4504905,0.0001141766],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1199709,0.001681839,0.182763,0.2155144,0.001546469,0.002022885,0.00007992187,0.0004832231,0.4759373],"genre_scores_gemma":[0.8872555,0.001341444,0.07161362,0.007354091,0.000214764,0.001207429,0.00005743737,0.00008982724,0.030866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02099041,"threshold_uncertainty_score":0.1110092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05135705295527106,"score_gpt":0.2594227728690612,"score_spread":0.2080657199137902,"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."}}