{"id":"W2739090008","doi":"","title":"BIBLIOTECOLÓGICAS AUMENTA SU CALIDAD DE INVESTIGACIÓN. CUARTO INFORME DE JAIME RÍOS","year":2016,"lang":"es","type":"article","venue":"Gaceta UNAM (2010-2016)","topic":"Journalism and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01413952,0.0006917722,0.0007687059,0.01115126,0.00840118,0.03515689,0.001806811,0.004677221,0.03371879],"category_scores_gemma":[0.03982661,0.0007275243,0.0008423546,0.01494879,0.01492865,0.01611882,0.01162899,0.004987353,0.00625889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01882798,"about_ca_system_score_gemma":0.02891623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03811079,"about_ca_topic_score_gemma":0.05681956,"domain_scores_codex":[0.9744762,0.008136095,0.001404758,0.002655554,0.01145249,0.001874854],"domain_scores_gemma":[0.9584444,0.01550213,0.005433294,0.005390205,0.01130668,0.00392332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007266647,0.00006584229,0.007133784,0.00112226,0.00006618622,0.0002406205,0.02758973,0.0002979241,0.0008012446,0.6838164,0.1068482,0.1719451],"study_design_scores_gemma":[0.00000962067,0.00002038,0.007770572,0.0008502151,0.00002452146,0.0001391841,0.006218969,0.00008080194,0.0003154991,0.02460105,0.9599323,0.00003702308],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0144809,0.03759184,0.005015582,0.1131343,0.003290524,0.00009963054,0.0007211,0.0005280658,0.8251381],"genre_scores_gemma":[0.5116227,0.08306026,0.01678654,0.03256982,0.006371887,0.0003250215,0.00115535,0.0008182109,0.3472903],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9888487,"threshold_uncertainty_score":0.1366072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02970981917764139,"score_gpt":0.3045376352454645,"score_spread":0.2748278160678231,"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."}}