{"id":"W4200421848","doi":"10.1080/08920753.2022.2006879","title":"The Way Forward on Ecosystem-Based Marine Spatial Planning in the EU","year":2021,"lang":"en","type":"article","venue":"Coastal Management","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Ecosystem; Environmental resource management; Marine spatial planning; Spatial planning; Ecosystem-based management; Business; Environmental science; Environmental planning; Computer science; Ecology","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":[0.033236,0.0006523765,0.0007193171,0.001649959,0.00202194,0.01081412,0.002705076,0.01096863,0.007370035],"category_scores_gemma":[0.02699255,0.0003856748,0.001029,0.003389766,0.005721215,0.01028791,0.00818189,0.006720932,0.0008833635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00661842,"about_ca_system_score_gemma":0.01942769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03500472,"about_ca_topic_score_gemma":0.01995459,"domain_scores_codex":[0.9867294,0.006403262,0.001173532,0.0008307889,0.003135258,0.001727781],"domain_scores_gemma":[0.9844131,0.007799447,0.0008817221,0.001796168,0.002965963,0.002143582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006374746,0.0001184252,0.001590886,0.0006280171,0.00003106367,0.0005486949,0.004452918,0.005864523,0.0004783755,0.6798955,0.09710791,0.20922],"study_design_scores_gemma":[0.00001667151,0.00007399196,0.002031358,0.002309822,0.00001151336,0.0002012822,0.004394289,0.001143354,0.0003792022,0.06446332,0.924934,0.00004113593],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02649695,0.06448112,0.03562452,0.6287674,0.007838341,0.000169621,0.0004282861,0.0004672225,0.2357265],"genre_scores_gemma":[0.4606492,0.08446035,0.2372716,0.1486472,0.002329395,0.0003751156,0.001396777,0.0005427449,0.06432763],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03500472,"threshold_uncertainty_score":0.1757709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008423579256828195,"score_gpt":0.2110410045690853,"score_spread":0.2026174253122571,"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."}}