{"id":"W4234683730","doi":"10.1093/yiel/yvu004","title":"2. Coastal Zone Management","year":2013,"lang":"en","type":"article","venue":"Yearbook of International Environmental Law","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Convention on Biological Diversity; Environmental resource management; Biodiversity; Geography; Climate change; Marine protected area; Ecosystem services; Environmental planning; Coastal management; Ecosystem; Population; Business; Ecology; Environmental science","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":[0.0007870428,0.0006217939,0.0003387296,0.002581134,0.001818647,0.004286537,0.001911792,0.0009782233,0.07626063],"category_scores_gemma":[0.001478769,0.0002135171,0.0007144971,0.002394789,0.0003798365,0.001270466,0.003530719,0.0008817746,0.03488024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002275126,"about_ca_system_score_gemma":0.007238782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04764451,"about_ca_topic_score_gemma":0.06545973,"domain_scores_codex":[0.9991416,0.00006309876,0.00006290734,0.0001293488,0.0004383466,0.0001647844],"domain_scores_gemma":[0.9992237,0.00002388286,0.00007709833,0.00008135073,0.0004850103,0.0001089971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004745352,0.00007944021,0.009745847,0.0005191968,0.00002127069,0.0003905151,0.0007372852,0.002238223,0.002128904,0.02402986,0.2837338,0.6763282],"study_design_scores_gemma":[0.000008048221,0.00002917408,0.009021118,0.0002796253,0.00001157618,0.0001689332,0.0008996808,0.0007470035,0.0005672392,0.00196649,0.9862794,0.00002185306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01248577,0.002959094,0.01758779,0.004767248,0.00110531,0.0008704404,0.007105506,0.002807634,0.9503112],"genre_scores_gemma":[0.1156123,0.007446425,0.05665703,0.002808707,0.0003083774,0.0008637921,0.0130018,0.0008652391,0.8024363],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07626063,"threshold_uncertainty_score":0.2551172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002596599246387834,"score_gpt":0.1641932114324745,"score_spread":0.1615966121860867,"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."}}