{"id":"W4393347793","doi":"10.35429/h.2023.10.90.100","title":"Impact of tutorial activity on the desertion of dentistry students’ generations 2016-2020 at the Universidad Autónoma de Campeche","year":2023,"lang":"en","type":"book-chapter","venue":"ECORFAN eBooks","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Noma; Desertion; Dentistry; Medicine; Engineering; Geography; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.0006007894,0.0002187418,0.0003104817,0.0001410541,0.0002133727,0.00001662313,0.0003080567,0.000322174,0.0007306683],"category_scores_gemma":[0.0003715008,0.0001386532,0.0002557821,0.00007292667,0.0003044717,0.00002498698,0.0001306138,0.0006037283,0.0000893627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009613532,"about_ca_system_score_gemma":0.0009221333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001710802,"about_ca_topic_score_gemma":0.000114232,"domain_scores_codex":[0.9984943,0.00006784293,0.0003756507,0.0002395798,0.0006403745,0.0001822664],"domain_scores_gemma":[0.9982572,0.0002520875,0.000466332,0.0006986547,0.000272372,0.00005331262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00246167,0.001038868,0.01321891,0.0006443697,0.005777452,0.000149765,0.007746812,0.0002095012,0.0806632,0.1680398,0.6715035,0.04854617],"study_design_scores_gemma":[0.01123533,0.006899283,0.7401058,0.00623673,0.006791796,0.0004568948,0.002050515,0.001518322,0.07187688,0.02910736,0.1208084,0.002912709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.901512,0.00001322325,0.00009194022,0.0005606161,0.001583759,0.0007649533,0.00009262518,0.0000403983,0.09534053],"genre_scores_gemma":[0.5342451,0.00001867375,0.00007361368,0.00009205337,0.001026292,0.00002452702,0.0001097814,0.00005185162,0.4643581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7268869,"threshold_uncertainty_score":0.8000305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03754697692774708,"score_gpt":0.3441998632464782,"score_spread":0.3066528863187311,"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."}}