{"id":"W838534811","doi":"","title":"Constructing A Local Network for Effective Implementation of Integrated Coastal Management","year":2007,"lang":"en","type":"article","venue":"Journal of the Korean Society for Marine Environment & Energy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coastal management; Environmental resource management; Government (linguistics); Environmental planning; Business; Jurisdiction; Plan (archaeology); Action plan; Local government; Geography; Environmental science; Political science; Public administration; Management; Law","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":[0.009061308,0.0004051375,0.0002756113,0.002363424,0.007588473,0.004538684,0.002594883,0.001439383,0.01398556],"category_scores_gemma":[0.01198505,0.0003981218,0.0004233618,0.00194776,0.003561318,0.00708482,0.01211188,0.001721273,0.002352563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005151069,"about_ca_system_score_gemma":0.01332173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005921723,"about_ca_topic_score_gemma":0.01292515,"domain_scores_codex":[0.9935953,0.004067619,0.0002482348,0.0006740472,0.0007645655,0.0006501714],"domain_scores_gemma":[0.9933982,0.001472811,0.0008380018,0.0006773245,0.001568963,0.00204474],"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":[0.0001043298,0.001558672,0.02993346,0.001012058,0.00006916385,0.002532858,0.05949163,0.01193367,0.004991523,0.3168389,0.03808603,0.5334477],"study_design_scores_gemma":[0.0001619431,0.00123714,0.02634686,0.001451722,0.0001385883,0.001011716,0.1359211,0.03034605,0.002741171,0.1193566,0.6810518,0.0002354171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1932546,0.0008846598,0.3723873,0.02437647,0.0004953103,0.005878642,0.0001526849,0.001451347,0.401119],"genre_scores_gemma":[0.7544679,0.0005791867,0.2119968,0.000899942,0.00006479587,0.00240958,0.0001812672,0.0001315425,0.02926905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01398556,"threshold_uncertainty_score":0.04792136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003627959482915776,"score_gpt":0.2093029734337734,"score_spread":0.2056750139508576,"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."}}