{"id":"W2599049276","doi":"","title":"Ordenamiento y manejo integrado de la zona costera frente a los riesgos del cambio climático en la región Suroriental de Cuba","year":2017,"lang":"es","type":"article","venue":"Anales de la Academia de Ciencias de Cuba","topic":"Environmental and Ecological Studies","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Political science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.002850513,0.0008447431,0.0008743956,0.0001795059,0.001516315,0.0007120985,0.002171493,0.002452956,0.0003291026],"category_scores_gemma":[0.002447017,0.0007775445,0.0005093087,0.0002746964,0.002760122,0.0004837672,0.001532212,0.003416034,0.0002182678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002916903,"about_ca_system_score_gemma":0.0002919614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004604606,"about_ca_topic_score_gemma":0.001175498,"domain_scores_codex":[0.9934923,0.001786802,0.0007779371,0.001073897,0.0006353415,0.002233717],"domain_scores_gemma":[0.9956105,0.002048289,0.0005727974,0.0008388096,0.00005202647,0.0008776049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002250002,0.0005833425,0.9504426,0.0001886534,0.0003324888,0.001302043,0.004191217,0.0003939406,0.007234126,0.01421919,0.01406965,0.006817707],"study_design_scores_gemma":[0.001452143,0.0002721669,0.8594427,0.0003991468,0.0003786771,0.0007324006,0.00293183,0.002524572,0.003209021,0.004858335,0.1228546,0.0009445113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502364,0.003055365,0.0007390317,0.001453535,0.0001392657,0.0003235491,0.0001602974,0.0001467591,0.04374575],"genre_scores_gemma":[0.9792439,0.01186679,0.001265508,0.003029774,0.0004841564,0.0001427462,0.00004081971,0.0001028031,0.003823512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1087849,"threshold_uncertainty_score":0.9999538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096007472984347,"score_gpt":0.2877889185264825,"score_spread":0.2768288437966391,"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."}}