{"id":"W2323051121","doi":"10.1061/40976(316)375","title":"Regional Modeling of Climate Change Impact on Peninsular Malaysia Water Resources Jamalluddin bin Shaaban, Ahmad","year":2008,"lang":"en","type":"article","venue":"World Environmental and Water Resources Congress 2008","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Streamflow; Water resources; Environmental science; Climatology; Climate model; Period (music); Hydrology (agriculture); Geography; Drainage basin; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002156192,0.0003554877,0.0002674912,0.0003089914,0.0003594751,0.0008044027,0.0004595297,0.0004149543,0.001554568],"category_scores_gemma":[0.0006270772,0.0002808711,0.0004605967,0.0004600502,0.0002165199,0.0005667318,0.0004918398,0.0003619998,0.0001622018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00173002,"about_ca_system_score_gemma":0.001495897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1460736,"about_ca_topic_score_gemma":0.1147979,"domain_scores_codex":[0.9999266,0.00002906524,0.000003618467,0.00001654505,0.000008618206,0.00001562055],"domain_scores_gemma":[0.9998509,0.00005320488,0.00001956656,0.00001194049,0.00003955661,0.00002481218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004212206,0.00002207732,0.01366576,0.00001711782,0.0000409014,0.0001135164,0.00004749308,0.9800347,0.0005618392,0.001446705,0.0005798276,0.003427918],"study_design_scores_gemma":[0.00001509431,0.0000191517,0.009466719,0.000008513569,0.00002257491,0.00002462797,0.00009007146,0.9879085,0.0005036406,0.0007540929,0.001176253,0.00001065274],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852455,0.0004259687,0.005322956,0.0005413993,0.00003463098,0.00002332026,0.001311125,0.0001136474,0.006981354],"genre_scores_gemma":[0.99629,0.0002517849,0.00142861,0.00001570582,0.000004885523,0.00001485729,0.000332403,0.00001738937,0.001644447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1460736,"threshold_uncertainty_score":0.2904468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624770727947399,"score_gpt":0.2179774638819565,"score_spread":0.1917297566024825,"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."}}