{"id":"W2156301848","doi":"10.1006/jare.2001.0889","title":"Integrated Marine and coastal management: a strategy for the conservation and sustainable use of marine biological resources in the Socotra Archipelago, Yemen","year":2003,"lang":"en","type":"article","venue":"Journal of Arid Environments","topic":"Pharmacological Effects of Medicinal Plants","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University College of the North","funders":"","keywords":"Marine conservation; Sustainability; Convention on Biological Diversity; Archipelago; Environmental planning; Natural resource; Business; Environmental resource management; Zoning; Marine protected area; Sustainable management; Biodiversity; Geography; Natural resource economics; Ecology; Political science; Economics","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":[0.0002786894,0.0002922202,0.0001418853,0.0005806045,0.001108442,0.001059729,0.000551464,0.0005268124,0.00400574],"category_scores_gemma":[0.0001994454,0.0001215385,0.0001448646,0.0007504201,0.0005045468,0.0005127606,0.001779544,0.0003851696,0.0001715678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001818901,"about_ca_system_score_gemma":0.006833566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02327077,"about_ca_topic_score_gemma":0.05410451,"domain_scores_codex":[0.9998716,0.00002621225,0.000009046529,0.0000110989,0.000009021561,0.00007298046],"domain_scores_gemma":[0.9999015,0.000005003284,0.00001852806,0.000005492026,0.00001276176,0.00005667769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001347147,0.0008801224,0.3192393,0.002182543,0.000431209,0.009296308,0.007188197,0.003664097,0.05451415,0.03494174,0.01622971,0.5500855],"study_design_scores_gemma":[0.0002224562,0.0007902866,0.7688572,0.0007733801,0.0003412881,0.003889315,0.04082257,0.003058733,0.005198898,0.004247924,0.1717276,0.0000704089],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527243,0.01128651,0.001896027,0.01205939,0.0001539432,0.0001839235,0.0002756778,0.00006641199,0.02135379],"genre_scores_gemma":[0.9814248,0.004405234,0.002599919,0.0009504721,0.00003690961,0.00008585384,0.0002063665,0.000005792418,0.01028467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02327077,"threshold_uncertainty_score":0.04627067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04025010192218979,"score_gpt":0.2784524474577159,"score_spread":0.2382023455355261,"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."}}