{"id":"W7116775631","doi":"10.52403/ijrr.20251245","title":"Toward Regenerative Coastal Seascapes: Integrating Blue Carbon, Restoration Ecology, and Spatial Planning Across Marine and Coastal Ecosystems","year":2025,"lang":"","type":"article","venue":"International Journal of Research and Review","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marine spatial planning; Restoration ecology; Marine protected area; Seascape; Kelp forest; Biodiversity; Ecosystem services; Ecosystem; Climate change","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":[0.0106471,0.0005966986,0.0006098255,0.007075149,0.001738054,0.007405793,0.001338439,0.00130606,0.003112828],"category_scores_gemma":[0.01374087,0.0002482964,0.0004623843,0.01071208,0.009910432,0.01040569,0.004645379,0.001626988,0.000229255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007248349,"about_ca_system_score_gemma":0.01207247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01363556,"about_ca_topic_score_gemma":0.02659825,"domain_scores_codex":[0.9970219,0.001646762,0.0002054111,0.0003090443,0.00067597,0.0001410278],"domain_scores_gemma":[0.988071,0.008591941,0.0009546172,0.0007145094,0.001373973,0.0002939211],"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":[0.00002555502,0.00006061673,0.008870126,0.007347812,0.0001303738,0.000203286,0.01530858,0.007458219,0.0006735337,0.4172966,0.004438568,0.5381867],"study_design_scores_gemma":[0.00001010619,0.00009034453,0.025834,0.01568313,0.0001852378,0.0002343454,0.05238762,0.006355622,0.001357985,0.592598,0.3051641,0.00009956188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1559793,0.2283105,0.1988611,0.1223024,0.001201426,0.0005116142,0.001345606,0.0004250375,0.291063],"genre_scores_gemma":[0.790469,0.125954,0.07537965,0.003249214,0.0003417052,0.0002877485,0.0004341534,0.00006076483,0.003823712],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01363556,"threshold_uncertainty_score":0.05630791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03196609786550285,"score_gpt":0.362855161114306,"score_spread":0.3308890632488031,"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."}}