{"id":"W2986860424","doi":"","title":"ALUMNO DE ACATLÁN GANA CONCURSO INTERNACIONAL CON DOCUMENTAL. PRELUDIO AL CAMBIO","year":2017,"lang":"es","type":"article","venue":"Gaceta UNAM (2010-2019)","topic":"Cultural and Social Studies in Latin America","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Sociology","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":[0.0003696042,0.0006948249,0.0008973323,0.00006453635,0.004221452,0.002383599,0.00126008,0.0002781433,0.00933202],"category_scores_gemma":[0.0002031517,0.0005846063,0.000532245,0.00002935755,0.003143695,0.000714505,0.0009822071,0.0007458822,0.001728535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003479884,"about_ca_system_score_gemma":0.0001312498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01189801,"about_ca_topic_score_gemma":0.001160993,"domain_scores_codex":[0.996671,0.0001598742,0.0006790452,0.0007703169,0.0006309061,0.001088843],"domain_scores_gemma":[0.9975363,0.0001451922,0.0008366961,0.0008828285,0.0002697334,0.0003292279],"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":[0.0001723769,0.0002842156,0.0106567,0.0001138179,0.001018053,0.00006039555,0.02172943,0.000001660756,0.0004353368,0.1095246,0.8443086,0.01169476],"study_design_scores_gemma":[0.001372983,0.0003083799,0.02579047,0.0002987436,0.0002573907,0.00002713073,0.003861425,0.00004768011,0.0001496848,0.0009869745,0.9660253,0.0008738661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5859834,0.00925097,0.00002538138,0.03402975,0.02026163,0.001343077,0.00150259,0.0003182654,0.3472849],"genre_scores_gemma":[0.8231986,0.003272758,0.00006913249,0.001876348,0.003319841,0.00004562378,0.0001294954,0.00006808401,0.1680201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2372152,"threshold_uncertainty_score":0.9996606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03083534886436315,"score_gpt":0.2933777349824295,"score_spread":0.2625423861180664,"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."}}