{"id":"W3007690906","doi":"10.33412/idt.v16.1.2444","title":"Análisis de anomalías climáticas para la cuenca del río La Villa, Panamá, basado en los escenarios RCP","year":2020,"lang":"en","type":"article","venue":"I+D Tecnológico","topic":"Historical and socio-economic studies of Spain and related regions","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Climate change; Panama; Drainage basin; Watershed; Geography; Environmental science; Downscaling; Precipitation; Scale (ratio); Climatology; Water resource management; Cartography; Meteorology; Geology; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004491129,0.0003203385,0.0006904638,0.0001439816,0.0003746952,0.00008479609,0.0004562456,0.0005137039,0.0005500971],"category_scores_gemma":[0.0002768686,0.0003224637,0.0003773542,0.0003445911,0.0002659193,0.0001350883,0.0001605929,0.0006019355,0.001652509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003252631,"about_ca_system_score_gemma":0.00005996569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003120838,"about_ca_topic_score_gemma":0.00001788337,"domain_scores_codex":[0.9979253,0.00007435937,0.0006949417,0.0006587574,0.00005813981,0.0005884715],"domain_scores_gemma":[0.9986472,0.0003491178,0.0002364402,0.0003476555,0.00003132213,0.0003882471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002608504,0.001301532,0.1921159,0.0004279802,0.001969963,0.0008862721,0.02281943,0.0009852166,0.0002242484,0.5264494,0.2365126,0.01604652],"study_design_scores_gemma":[0.001070722,0.000157191,0.0103947,0.00003660152,0.00004754699,0.000022817,0.0008515519,0.004312206,0.00001969796,0.00459112,0.9778488,0.0006470074],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4495242,0.02281685,0.003989077,0.04759266,0.001021835,0.0008215795,0.0004562156,0.0006706112,0.473107],"genre_scores_gemma":[0.9890049,0.004326249,0.0008838754,0.002530116,0.0003766875,0.00003797963,0.00001344935,0.00005771732,0.002768996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7413362,"threshold_uncertainty_score":0.9999228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03011103564544364,"score_gpt":0.2234101354370723,"score_spread":0.1932990997916286,"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."}}