{"id":"W2761967528","doi":"","title":"LAS REDES SOCIALES DE CONOCIMIENTOS EN EL MANEJO INTEGRADO DE ZONAS COSTERAS DESDE EL ENFOQUE CIENCIA-TECNOLOGÍA-SOCIEDAD.","year":2017,"lang":"es","type":"article","venue":"Anales de la Academia de Ciencias de Cuba","topic":"Regional Development and Innovation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Cartography; Art","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","scholarly_communication","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.009356392,0.0007132574,0.0007755622,0.0004729081,0.003717185,0.001490677,0.003544927,0.003239095,0.0001153771],"category_scores_gemma":[0.006482194,0.0007519495,0.0004562656,0.0009376073,0.004339821,0.001445376,0.0005508121,0.002921904,0.0001145613],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005581328,"about_ca_system_score_gemma":0.006808132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003917956,"about_ca_topic_score_gemma":0.0008842946,"domain_scores_codex":[0.9926486,0.001625001,0.001002083,0.001019863,0.001184841,0.002519594],"domain_scores_gemma":[0.9953417,0.001652522,0.001222653,0.0006460751,0.0004399303,0.0006970964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007893928,0.0001656906,0.5688211,0.000109394,0.0001792205,0.000119702,0.02542218,0.00003681426,0.01655047,0.3565351,0.0168549,0.01512641],"study_design_scores_gemma":[0.0008720306,0.0001117194,0.7740158,0.0004704182,0.000172917,0.0001218445,0.006616214,0.001077579,0.007742391,0.09847241,0.1093109,0.001015745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9343365,0.0006761099,0.002199853,0.0114469,0.0002857077,0.000547258,0.00004478791,0.0002169536,0.05024587],"genre_scores_gemma":[0.9737701,0.0117375,0.003918751,0.006370096,0.00127549,0.0001137148,0.00003628932,0.00007659981,0.002701456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2580627,"threshold_uncertainty_score":0.9995459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04334668714901854,"score_gpt":0.3907260875411208,"score_spread":0.3473794003921022,"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."}}