{"id":"W6981747822","doi":"","title":"Factors contributing to desertion among students in the Managerial Sciences Institute at UNAD-CEAD","year":2018,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Drop out; Desertion; Phenomenon; Welfare; Higher education","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":[0.0006309213,0.0001405053,0.0003010847,0.001065742,0.002111419,0.001264871,0.0006489971,0.0004573438,0.004133383],"category_scores_gemma":[0.002698565,0.0001458886,0.0002244314,0.001107126,0.0007431984,0.0003434971,0.001346299,0.001045499,0.0003848557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198132,"about_ca_system_score_gemma":0.001411681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02850755,"about_ca_topic_score_gemma":0.04085589,"domain_scores_codex":[0.9991096,0.0001902076,0.00004417685,0.00005249775,0.0003125382,0.0002909986],"domain_scores_gemma":[0.996407,0.0002558414,0.000845662,0.00008353229,0.0004606393,0.001947263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003352571,0.0001651599,0.9820969,0.00002357868,0.00001020795,0.0003701791,0.007689156,0.00002867324,0.0002424388,0.0001615109,0.001698526,0.007480277],"study_design_scores_gemma":[0.00000196692,0.00008279355,0.9775071,0.00003227899,0.00000418323,0.000125736,0.01971108,0.00007278409,0.00007026363,0.00005173633,0.002334105,0.000006041905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975612,0.0001407087,0.00001820429,0.0006025523,0.0000142825,0.00001093385,0.00005149697,0.000004044594,0.001596654],"genre_scores_gemma":[0.9989443,0.0001528137,0.00002308489,0.0001185328,0.00001610845,0.000006391922,0.00005597821,0.000001376819,0.0006813426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02850755,"threshold_uncertainty_score":0.05668324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05045825881410122,"score_gpt":0.2754575130922458,"score_spread":0.2249992542781446,"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."}}