{"id":"W1600867375","doi":"10.4995/redu.2012.6090","title":"Presentación del monográfico","year":2012,"lang":"es","type":"article","venue":"REDU Revista de Docencia Universitaria","topic":"Health and Medical Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001747575,0.00033768,0.0005070972,0.0002722605,0.001044043,0.00004988596,0.0004477107,0.0007054842,0.003591031],"category_scores_gemma":[0.001260361,0.000353958,0.0001774217,0.0006637044,0.0001415034,0.0006464358,0.0001998155,0.001345153,0.002279106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001780749,"about_ca_system_score_gemma":0.00393333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002199207,"about_ca_topic_score_gemma":0.000007408915,"domain_scores_codex":[0.9953354,0.001123722,0.0006765508,0.0003968219,0.000467572,0.001999953],"domain_scores_gemma":[0.995652,0.0005147262,0.0003970894,0.0006334848,0.0002653192,0.002537341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002268013,0.0007338691,0.4077228,0.002399433,0.000129201,0.00002734797,0.01736816,0.00000247109,0.0001901705,0.1679326,0.390519,0.01274821],"study_design_scores_gemma":[0.0008062067,0.00007443386,0.2073583,0.0008524631,0.0002636048,0.00001094185,0.01317752,0.0001594821,0.00001400581,0.0000789741,0.7768664,0.0003376414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8841706,0.01388265,0.001170975,0.01276524,0.004005022,0.002053461,0.0001460765,0.0002169303,0.08158906],"genre_scores_gemma":[0.9857369,0.002538022,0.0009643093,0.002217938,0.002773456,0.00001418279,0.0001363804,0.00004976691,0.005569049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3863474,"threshold_uncertainty_score":0.9998912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03998359012612156,"score_gpt":0.3933533194573049,"score_spread":0.3533697293311833,"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."}}