{"id":"W2037240569","doi":"10.1007/bf03187246","title":"Landscape and land use in southern Hainan Island, China","year":2001,"lang":"en","type":"article","venue":"Chinese Science Bulletin","topic":"Environmental Changes in China","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Urbanization; Shore; Tourism; China; Geography; Coastal zone; Exclusive economic zone; Land use; Physical geography; Geology; Oceanography; Ecology; Fishery; Archaeology","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":[0.0001936458,0.0002100507,0.0002136234,0.001371831,0.0007615892,0.0005177971,0.0003276543,0.0002025591,0.001241455],"category_scores_gemma":[0.0002412866,0.0001521537,0.0002224984,0.002707681,0.0005175753,0.0003384466,0.0003938064,0.0001618733,0.00007932141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881758,"about_ca_system_score_gemma":0.001914191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3356771,"about_ca_topic_score_gemma":0.6285611,"domain_scores_codex":[0.999881,0.00001671404,0.00001001534,0.0000312025,0.00002201522,0.00003899391],"domain_scores_gemma":[0.9997848,0.00001820689,0.00005144379,0.00001078135,0.00004582247,0.00008905626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004724674,0.00003481525,0.9928277,0.00002475036,0.00005568403,0.000201022,0.001214009,0.0002365552,0.000798367,0.0001491884,0.0003196413,0.004091084],"study_design_scores_gemma":[0.000001446072,0.000004754382,0.9991966,0.000001274799,0.000004887758,0.00001593179,0.0004849176,0.0001073035,0.00001023791,0.00001122162,0.0001600965,0.000001397944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990527,0.00007576228,0.00001723677,0.00004737809,0.000002416968,0.000004036935,0.0002826555,0.000001892481,0.0005159795],"genre_scores_gemma":[0.9991854,0.0000490926,0.00003987867,0.00001233168,0.000002996588,0.000004488465,0.0003379636,8.37426e-7,0.0003670809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3356771,"threshold_uncertainty_score":0.6674465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006895232378059921,"score_gpt":0.2146232982547831,"score_spread":0.2077280658767232,"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."}}