{"id":"W7036307702","doi":"","title":"BENGKULU OCEANARIUM","year":2017,"lang":"id","type":"dissertation","venue":"UAJY Repository (University of Southampton)","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Tributary; Suez canal; Community participation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024281,0.0004922588,0.0006034707,0.0001595105,0.00171175,0.0001262198,0.001489154,0.0004178732,0.003634978],"category_scores_gemma":[0.00001942914,0.0006545163,0.0004137048,0.0001691364,0.0005565459,0.0005828192,0.0006757039,0.0004037151,0.001311952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003157959,"about_ca_system_score_gemma":0.0001287984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00443554,"about_ca_topic_score_gemma":0.001302997,"domain_scores_codex":[0.9972507,0.0000776545,0.0003509618,0.0009220581,0.0009075077,0.000491147],"domain_scores_gemma":[0.9974924,0.00003823998,0.001111151,0.001017627,0.000074879,0.0002656964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003576323,0.002958676,0.4708713,0.004110548,0.003658548,0.004211058,0.1804582,0.000561999,0.08261247,0.0009746065,0.09726011,0.1487461],"study_design_scores_gemma":[0.001911819,0.0003728552,0.7858826,0.0008616869,0.0009421386,0.00002027554,0.06034577,0.0003916286,0.005701807,0.0002107411,0.1413364,0.002022294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5542964,0.0001514143,0.00015438,0.0001092087,0.001799757,0.000537849,0.00003477242,0.00006959992,0.4428466],"genre_scores_gemma":[0.5912753,0.0001041244,0.0003030849,0.00001100432,0.00005784732,3.85626e-7,0.0001855841,0.00002455575,0.4080382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3150113,"threshold_uncertainty_score":0.9995906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00680641676448145,"score_gpt":0.1788381486587849,"score_spread":0.1720317318943034,"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."}}