{"id":"W4255142006","doi":"10.28930/jitkt.v3i1.7834","title":"COASTAL VULNERABILITY PREDICTION TO CLIMATE CHANGE: STUDY CASE IN CIREBON COASTAL LAND","year":2011,"lang":"en","type":"article","venue":"Jurnal Ilmu dan Teknologi Kelautan Tropis","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"Griffith University; University of Cambridge","keywords":"Geography; Sea level; Climate change; Land area; Sea level change; Java; Physical geography; Environmental science; Hydrology (agriculture); Oceanography; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.000356666,0.0002734487,0.0004227447,0.0001189611,0.0003161445,0.00004111592,0.0002269595,0.000118236,0.0004128916],"category_scores_gemma":[0.0001442077,0.0001882894,0.00009039662,0.0004305722,0.000172296,0.000219324,0.0001284146,0.0004364983,0.0003196717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001101991,"about_ca_system_score_gemma":0.00001304345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0109427,"about_ca_topic_score_gemma":0.1996426,"domain_scores_codex":[0.9977772,0.0002807315,0.0004410662,0.0005536709,0.0002750371,0.0006723592],"domain_scores_gemma":[0.999237,0.0001199437,0.0001052335,0.0002357741,0.00005594054,0.0002461024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003853837,0.000431202,0.9499677,0.00001136121,0.00002312016,0.002446875,0.001031565,0.0000287085,0.000004310352,0.00001666009,0.00002175317,0.04563129],"study_design_scores_gemma":[0.0007460592,0.003947226,0.9922543,0.00001401273,0.00002574649,0.0003088938,0.001563121,0.0002599838,0.00001860232,0.0004389024,0.0002013145,0.0002218272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957493,0.00005705226,0.0000100973,0.0002382497,0.0003346361,0.000675261,0.0004276807,0.0001314661,0.002376244],"genre_scores_gemma":[0.9993737,0.00003742276,0.0001404561,0.000164317,0.0001807001,0.0000242923,0.00003051024,0.000004710968,0.00004385102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1886999,"threshold_uncertainty_score":0.9956435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04697192734927046,"score_gpt":0.2422250605927838,"score_spread":0.1952531332435133,"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."}}