{"id":"W7111788087","doi":"","title":"Deserción en una Universidad del Sureste Mexicano, Valoración de las Causas","year":2025,"lang":"es","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Educational Outcomes and Influences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graduation (instrument); Quarter (Canadian coin); Ninth; Sample (material); School dropout; Dropout (neural networks)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001377202,0.0002327598,0.000253883,0.00073339,0.00153241,0.00110016,0.0003774925,0.0005496686,0.00474693],"category_scores_gemma":[0.003298858,0.0001332124,0.0002507958,0.0006330422,0.0004939403,0.0005713053,0.00087826,0.0009657687,0.000467314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001421452,"about_ca_system_score_gemma":0.001912427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0478919,"about_ca_topic_score_gemma":0.06052322,"domain_scores_codex":[0.999655,0.00008650623,0.00001931126,0.00005150741,0.0001034629,0.00008422281],"domain_scores_gemma":[0.9988103,0.0002358838,0.0003730517,0.00009018646,0.0003329878,0.0001576115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004613508,0.0005567207,0.7057131,0.0006087784,0.00007467425,0.002342383,0.02620924,0.0002582496,0.001859066,0.004657531,0.02393759,0.2333214],"study_design_scores_gemma":[0.00003831193,0.0003176784,0.8511068,0.0007010529,0.0001112458,0.0007702681,0.03129778,0.0004223782,0.0009877865,0.0007400204,0.1134789,0.00002773403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742542,0.002110414,0.0006082749,0.005651304,0.0002226161,0.00006317948,0.0006894618,0.00007742418,0.01632317],"genre_scores_gemma":[0.977686,0.003936084,0.0007201002,0.0004608909,0.0001670577,0.00009877003,0.0006004842,0.00001458154,0.01631592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0478919,"threshold_uncertainty_score":0.09522623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031565513385766,"score_gpt":0.3283150966778849,"score_spread":0.3179994415440272,"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."}}