{"id":"W6996369478","doi":"","title":"RETOS DE LOS ACADÉMICOS EN LA PRODUCCIÓN DE CONOCIMIENTO EN LAS UNIVERSIDADES PÚBLICAS ESTATALES DE MÉXICO.","year":2017,"lang":"es","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Higher Education in Latin America","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Face (sociological concept); Work (physics); Civil servants; Ven","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":[0.006966738,0.0003723389,0.0003620726,0.00317925,0.0104297,0.008032215,0.0009637484,0.001679648,0.01183468],"category_scores_gemma":[0.0120225,0.0003107669,0.000347526,0.005282925,0.004392094,0.002460955,0.005426689,0.002182597,0.0009497373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02527185,"about_ca_system_score_gemma":0.03614948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1380979,"about_ca_topic_score_gemma":0.2429456,"domain_scores_codex":[0.9962263,0.001251599,0.0001349754,0.0004925433,0.0007522904,0.001142193],"domain_scores_gemma":[0.9912006,0.002169473,0.001549789,0.0004995704,0.002400929,0.002179639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002731455,0.0002074991,0.09012113,0.001320871,0.00006361113,0.001194344,0.272838,0.0002794316,0.002193065,0.1715421,0.160009,0.2999578],"study_design_scores_gemma":[0.0000201762,0.00006696869,0.1278941,0.0008891916,0.00005086092,0.0001384739,0.103526,0.00008960878,0.0005528506,0.002708578,0.7640301,0.00003301205],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4369965,0.03065078,0.003070653,0.2467963,0.003481821,0.0002557748,0.002230334,0.0003935022,0.2761244],"genre_scores_gemma":[0.8906274,0.01056012,0.001453651,0.005513672,0.0007725888,0.0002398251,0.000467589,0.00009306549,0.09027191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1380979,"threshold_uncertainty_score":0.2745881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0214265064896322,"score_gpt":0.3125436904782423,"score_spread":0.2911171839886101,"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."}}