{"id":"W6939176357","doi":"10.60692/gze1f-5tv90","title":"Producción científica UNdeC 2016-2018","year":2020,"lang":"es","type":"article","venue":"Greater South Information System","topic":"Scientific Research and Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Work (physics); Context (archaeology); Period (music); Publication","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008464221,0.0003099413,0.0003725459,0.0005221738,0.0003808941,0.002040717,0.00192603,0.0002348363,0.00007515713],"category_scores_gemma":[0.0002013694,0.0002557991,0.0001420681,0.001874562,0.0001790306,0.002114857,0.0008224857,0.0003066384,0.02073147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001771501,"about_ca_system_score_gemma":0.0003287925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004590706,"about_ca_topic_score_gemma":4.99261e-8,"domain_scores_codex":[0.996417,0.00014554,0.000935857,0.0006239179,0.001091511,0.0007862169],"domain_scores_gemma":[0.9973165,0.00001421995,0.000460141,0.001281927,0.0004428152,0.0004844244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004141377,0.00004429706,0.09227616,0.00723123,0.0005316308,0.0001637867,0.5294614,0.0004086853,0.000110447,0.1165688,0.1873687,0.06542078],"study_design_scores_gemma":[0.006167201,0.001679968,0.05090184,0.001454421,0.00008457282,0.0003632006,0.04214885,0.4538563,0.01516106,0.00004539095,0.4254187,0.002718559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1841643,0.00007123453,0.7394255,0.0187098,0.006469461,0.002799894,0.0004365247,0.003088724,0.04483455],"genre_scores_gemma":[0.997471,7.182592e-7,0.00122037,0.0005575619,0.0002569433,0.00004859585,0.00001205074,0.00001137078,0.0004214218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8133067,"threshold_uncertainty_score":0.9999894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05955366900912327,"score_gpt":0.2388565694810297,"score_spread":0.1793029004719064,"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."}}