{"id":"W4297324525","doi":"10.17533/udea.lyl.n82a04","title":"Canciones y refranes de México y Centroamérica. Incorporación en cursos de español como segunda lengua y como lengua extranjera en Canadá","year":2022,"lang":"es","type":"article","venue":"Lingüística y Literatura","topic":"Spanish Linguistics and Language Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001081712,0.0009744681,0.001113763,0.0004058224,0.003303766,0.00226208,0.0009949639,0.0002628024,0.002918987],"category_scores_gemma":[0.001121367,0.0009797341,0.0004004805,0.0002913643,0.000481507,0.0001773426,0.0006394669,0.002038718,0.00005035842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009564479,"about_ca_system_score_gemma":0.0008195713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01020803,"about_ca_topic_score_gemma":0.002227105,"domain_scores_codex":[0.9944832,0.0007797841,0.001104901,0.001023464,0.0008934747,0.001715207],"domain_scores_gemma":[0.9962328,0.001402676,0.0004985017,0.000843083,0.0005237377,0.000499212],"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":[0.0004635144,0.0007692451,0.005768067,0.001212991,0.000911191,0.002519105,0.331194,0.0004882792,0.0006310469,0.6423082,0.008928743,0.004805667],"study_design_scores_gemma":[0.001415868,0.0005157221,0.001744331,0.0005527663,0.0006075581,0.0002046008,0.03364573,0.00313363,0.0001331571,0.002772851,0.9538244,0.001449372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8273469,0.08602243,0.0004749717,0.007720813,0.0134961,0.002603265,0.01164062,0.001087731,0.04960718],"genre_scores_gemma":[0.9798831,0.0009523705,0.001098146,0.002145814,0.007072406,0.0001816968,0.0004788422,0.0002004784,0.007987106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9448957,"threshold_uncertainty_score":0.9992653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008481375118614956,"score_gpt":0.2431895421895542,"score_spread":0.2347081670709392,"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."}}