{"id":"W4284677232","doi":"10.14482/zp.37.378.129","title":"Alfabetización académica una alternativa para repensar la formación inicial docente en las escuelas normales superiores de Colombia","year":2022,"lang":"es","type":"article","venue":"Zona Próxima","topic":"Literacy and Educational Practices","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002800037,0.0003821712,0.0004334008,0.0001894802,0.002318073,0.0006917476,0.001252973,0.0002367178,0.003411369],"category_scores_gemma":[0.0009615918,0.0004130171,0.0002590147,0.0006503495,0.0005667966,0.001882595,0.0006869949,0.001211361,0.0002462592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005671085,"about_ca_system_score_gemma":0.001347856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003084562,"about_ca_topic_score_gemma":0.0001285064,"domain_scores_codex":[0.9939927,0.002396206,0.0007098687,0.0006578261,0.001254857,0.0009885204],"domain_scores_gemma":[0.996338,0.00228055,0.0005012031,0.0003854089,0.0001592295,0.0003356564],"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":[0.002140254,0.003343934,0.2896239,0.0004561401,0.0008692134,0.0003686787,0.177826,0.0002913592,0.001461123,0.4352622,0.05053526,0.03782192],"study_design_scores_gemma":[0.0008869618,0.0002448191,0.04834646,0.00008414323,0.0001346214,0.00008351096,0.009226045,0.0004702258,0.0004039725,0.008718364,0.9308225,0.0005783612],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418317,0.001196948,0.00001121159,0.01655961,0.001601284,0.0005596165,0.0003706157,0.0001147892,0.03775423],"genre_scores_gemma":[0.9898082,0.001530302,0.0004236025,0.001494037,0.001646223,0.0001678642,0.000137626,0.00004966147,0.004742496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8802872,"threshold_uncertainty_score":0.9998322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02375999892471757,"score_gpt":0.3826721290336406,"score_spread":0.358912130108923,"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."}}