{"id":"W2622103275","doi":"","title":"RAMÓN PERALTA, DIRECTOR DEL CEM EN FRANCIA. RENÉ CECEÑA, SECRETARIO ACADÉMICO","year":2017,"lang":"es","type":"article","venue":"Gaceta UNAM (2010-2019)","topic":"Science, Technology, and Education in Latin America","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","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","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.002575564,0.0007201919,0.0009814159,0.0003987576,0.005383324,0.001450791,0.00451651,0.001240855,0.004324589],"category_scores_gemma":[0.003059526,0.0006956075,0.000420264,0.0008189136,0.00461629,0.001314476,0.0007362795,0.001330945,0.004173882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004557375,"about_ca_system_score_gemma":0.001382317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02195348,"about_ca_topic_score_gemma":0.001135223,"domain_scores_codex":[0.9936585,0.0004408567,0.0008997788,0.001566839,0.001328053,0.002105983],"domain_scores_gemma":[0.9942923,0.0004509564,0.001232634,0.002841706,0.0004446559,0.0007377866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001049258,0.000747306,0.2558852,0.0001134773,0.000283761,0.00002229884,0.03668364,0.00002444131,0.003691918,0.01982469,0.5204519,0.1621665],"study_design_scores_gemma":[0.0006806275,0.0001525536,0.297568,0.0001234098,0.0001229747,0.00001011248,0.003662192,0.0002529491,0.0004201267,0.001948941,0.6940982,0.0009599466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7318122,0.004888848,0.0003340866,0.06071799,0.03529905,0.001565982,0.000224329,0.0009555906,0.164202],"genre_scores_gemma":[0.8822584,0.005309765,0.00255346,0.001031154,0.002342674,0.00008842918,0.00004122546,0.00008559316,0.1062894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1736463,"threshold_uncertainty_score":0.9995858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02515140908443343,"score_gpt":0.3318113462801005,"score_spread":0.3066599371956671,"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."}}