{"id":"W3122509274","doi":"","title":"REGRESO A CLASES DE MÁS DE 242 MIL ALUMNOS. NUEVOS RETOS, NUEVAS PERSPECTIVAS","year":2020,"lang":"es","type":"article","venue":"Gaceta UNAM (2010-2019)","topic":"Health and Medical Education","field":"Health Professions","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001336966,0.0007455326,0.0002976606,0.001515312,0.004174903,0.002110507,0.0008145106,0.0007933945,0.0663588],"category_scores_gemma":[0.00248091,0.000425719,0.0004824093,0.0007724186,0.0006062883,0.001250481,0.004366269,0.001585277,0.02200965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156993,"about_ca_system_score_gemma":0.003911305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004756387,"about_ca_topic_score_gemma":0.02029644,"domain_scores_codex":[0.9989997,0.0001326159,0.00005458858,0.0001517666,0.0003620378,0.000299374],"domain_scores_gemma":[0.9971854,0.00008980193,0.0001529753,0.0001452724,0.0009290308,0.001497523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000638822,0.00113715,0.09709439,0.0009792977,0.0001063656,0.002120395,0.03655919,0.0006865858,0.01832238,0.01084107,0.1950824,0.636432],"study_design_scores_gemma":[0.00003614572,0.0009531856,0.07597859,0.0004957397,0.00005204913,0.0005928531,0.02405865,0.0003116843,0.002752999,0.002027988,0.8926943,0.00004578158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.6050014,0.005331847,0.006113622,0.01012092,0.003968559,0.001146337,0.001215007,0.0008341704,0.366268],"genre_scores_gemma":[0.3758999,0.002345685,0.005665198,0.00211474,0.0006592702,0.0003491914,0.001094817,0.000157147,0.611714],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0663588,"threshold_uncertainty_score":0.2219923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.082873685079725,"score_gpt":0.4137035489099521,"score_spread":0.3308298638302271,"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."}}