{"id":"W3038191246","doi":"","title":"LA TUTORÍA ENTRE PARES EN LA EDUCACIÓN SUPERIOR DE AMÉRICA LATINA","year":2020,"lang":"es","type":"article","venue":"Congresos CLABES; 2019: Congreso CLABES IX, Bogotá D.C. Colombia","topic":"Higher Education Teaching and Evaluation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004445844,0.00127325,0.001608645,0.000367302,0.001763942,0.002411038,0.002250337,0.001792358,0.004780486],"category_scores_gemma":[0.007203223,0.001388423,0.0006105155,0.001693461,0.002157575,0.001078222,0.0005630765,0.002297858,0.003420271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009898575,"about_ca_system_score_gemma":0.004593621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002795755,"about_ca_topic_score_gemma":0.0004159124,"domain_scores_codex":[0.9833393,0.008770008,0.001785672,0.00197632,0.001989007,0.002139673],"domain_scores_gemma":[0.9897074,0.005366422,0.0009765211,0.001165585,0.0008861885,0.001897927],"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":[0.0006173197,0.001682061,0.1016631,0.0005382927,0.0008107251,0.0002243578,0.1332632,0.0001044927,0.003162195,0.024474,0.6368878,0.09657241],"study_design_scores_gemma":[0.002715112,0.0006273004,0.02860498,0.0004280311,0.00062621,0.00003186266,0.01669124,0.001153836,0.000574745,0.0005649007,0.9463807,0.001601091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7986282,0.002558254,0.00005419721,0.06038258,0.004570373,0.002508895,0.0005602701,0.001085413,0.1296518],"genre_scores_gemma":[0.9682963,0.004062159,0.0006661727,0.002683509,0.002902086,0.0002692611,0.0002592893,0.0002364585,0.02062477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3094929,"threshold_uncertainty_score":0.9995356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01768055361277596,"score_gpt":0.3345316812399279,"score_spread":0.3168511276271519,"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."}}