{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004691318,0.0004482361,0.0004715583,0.004263051,0.01522555,0.01498914,0.001609655,0.002103093,0.008561393],"category_scores_gemma":[0.007858506,0.0005758972,0.0004463892,0.006464041,0.01464138,0.008688767,0.01349268,0.002293912,0.0004578291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01897386,"about_ca_system_score_gemma":0.02074057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1588389,"about_ca_topic_score_gemma":0.250083,"domain_scores_codex":[0.9948748,0.002090534,0.0001570206,0.0006825216,0.0009783326,0.001216857],"domain_scores_gemma":[0.9945418,0.001409963,0.001005114,0.0005398822,0.0009853967,0.00151789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009177269,0.00009057955,0.05713837,0.0003777446,0.00005938868,0.0006421337,0.6772396,0.0005299602,0.001707018,0.1702068,0.005287978,0.08662875],"study_design_scores_gemma":[0.0000149862,0.00006074393,0.1021031,0.0004070894,0.00004454873,0.0002536484,0.644361,0.0003215864,0.00044067,0.01903594,0.2328908,0.00006594798],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8240302,0.009407165,0.007979476,0.02089939,0.0002563943,0.0002640127,0.0004689259,0.0001341532,0.1365602],"genre_scores_gemma":[0.9826381,0.00194674,0.002422663,0.0003534851,0.00002691072,0.0001083662,0.000117902,0.00002445704,0.01236151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9847745,"threshold_uncertainty_score":0.3158286,"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."}}