{"id":"W2087914770","doi":"10.1080/14634980600561466","title":"A proposal for the application of integrated coastal management for institutional arrangements in Xiamen","year":2006,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Precondition; Environmental resource management; Coastal management; Resource (disambiguation); Business; Environmental planning; Resource management (computing); Computer science; Geography; 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":[0.006864991,0.0006026719,0.0002948134,0.001739174,0.0063119,0.007352961,0.002417193,0.005828972,0.006249771],"category_scores_gemma":[0.00443721,0.0005579258,0.001089277,0.001962486,0.006017276,0.005502678,0.005830252,0.004656851,0.000804698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01205563,"about_ca_system_score_gemma":0.03952708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02368823,"about_ca_topic_score_gemma":0.0425519,"domain_scores_codex":[0.9966021,0.001243154,0.0003497477,0.0004664313,0.0005769322,0.000761661],"domain_scores_gemma":[0.9979097,0.0002680097,0.0003171519,0.0001939499,0.0005360503,0.0007750747],"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":[0.00002557379,0.0002066799,0.004493213,0.0002441144,0.00001375127,0.001378918,0.004483505,0.003494881,0.001026974,0.9303933,0.01572701,0.03851194],"study_design_scores_gemma":[0.0002471868,0.0006187904,0.01910209,0.001068561,0.000107897,0.001612669,0.02588469,0.01606116,0.002504561,0.1785212,0.7539759,0.0002951602],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1120793,0.002845836,0.2597543,0.2123647,0.00319574,0.009134543,0.00036245,0.001391296,0.3988719],"genre_scores_gemma":[0.4443856,0.002090615,0.4608123,0.01055418,0.0003600108,0.004725954,0.0003169778,0.00005596178,0.07669834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02368823,"threshold_uncertainty_score":0.08747017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00978097404686214,"score_gpt":0.2472282817535039,"score_spread":0.2374473077066418,"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."}}