{"id":"W2167423926","doi":"10.1007/978-94-007-0400-8_15","title":"Emerging Climate Change Coastal Adaptation Strategies and Case Studies Around the World","year":2011,"lang":"en","type":"book-chapter","venue":"Coastal research library","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"International Institute for Sustainable Development","funders":"","keywords":"Operationalization; Adaptation (eye); Psychological resilience; Environmental resource management; Environmental planning; Adaptive capacity; Corporate governance; Geography; Climate change; Adaptive management; Population; Political science; Business; Ecology; Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005678529,0.0003014774,0.0001821848,0.0008250445,0.001781013,0.005376927,0.001011435,0.00114298,0.01177765],"category_scores_gemma":[0.0008138058,0.0001261112,0.0002235291,0.005429765,0.001558579,0.002271512,0.00142872,0.001012543,0.0008781491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00300573,"about_ca_system_score_gemma":0.002898318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02522563,"about_ca_topic_score_gemma":0.09078469,"domain_scores_codex":[0.9998287,0.00004835034,0.000007133696,0.00001870541,0.00004659449,0.00005050154],"domain_scores_gemma":[0.9997714,0.0001116924,0.00001868072,0.00001384348,0.00003880408,0.0000455245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001093446,0.0003532581,0.005980566,0.0008658411,0.00001873423,0.003888677,0.04068785,0.002631923,0.001170018,0.2320803,0.2557254,0.456488],"study_design_scores_gemma":[0.00001050929,0.00003196452,0.008001847,0.0005228352,0.00001320578,0.0006996641,0.05614335,0.0004277602,0.0003581757,0.01755276,0.9162137,0.00002425303],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09943071,0.04234503,0.002332886,0.02153075,0.0006326375,0.00007865019,0.0003064158,0.000111954,0.833231],"genre_scores_gemma":[0.4634701,0.1021743,0.00549672,0.00318157,0.0002178025,0.0001212771,0.0008070245,0.0001319347,0.4243993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02522563,"threshold_uncertainty_score":0.05015761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1576868122289084,"score_gpt":0.3303734686877104,"score_spread":0.1726866564588021,"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."}}