{"id":"W4320002979","doi":"10.22201/cepe.14059134e.2023.23.29.343","title":"De viaje virtual por México, Canadá y el resto del mundo","year":2023,"lang":"es","type":"article","venue":"Decires","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005350715,0.0002845108,0.0003114675,0.0003323503,0.0009887879,0.001030544,0.000350404,0.0001390473,0.003636431],"category_scores_gemma":[0.0004417495,0.0002711688,0.000170279,0.0001010063,0.0001756203,0.0001674263,0.0001185224,0.0005432617,0.00131723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055625,"about_ca_system_score_gemma":0.0001865891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05916719,"about_ca_topic_score_gemma":0.01988361,"domain_scores_codex":[0.9980276,0.0002082013,0.0003374983,0.0003882691,0.0003158567,0.0007226225],"domain_scores_gemma":[0.9986936,0.0005145873,0.0001243162,0.000407467,0.00005685699,0.0002031091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008816929,0.0001339176,0.02244958,0.0001387248,0.0003683242,0.001346487,0.1836329,0.0006041043,0.0004585323,0.5444303,0.07591474,0.1704342],"study_design_scores_gemma":[0.0005362845,0.0001728326,0.05719222,0.0002145362,0.00008397816,0.00002849164,0.03348989,0.001692366,0.00004587464,0.00077249,0.9052628,0.0005082992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959101,0.0016337,0.00002038527,0.0007087425,0.001007225,0.0001133055,0.0001141069,0.0004178214,0.03688366],"genre_scores_gemma":[0.9439358,0.00007873849,0.00002496562,0.001192538,0.001926072,0.00001689887,0.00009186946,0.00007765237,0.0526555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.829348,"threshold_uncertainty_score":0.9999741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02654483622882756,"score_gpt":0.2712761505766976,"score_spread":0.24473131434787,"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."}}