{"id":"W2731584694","doi":"10.15366/riee2010.3.1.014","title":"Diseño y Operación de un Sistema de Evaluación del Desempeño Docente con Fines Formativos: la Experiencia de la Pontificia Universidad Católica de Valparaíso, Chile","year":2016,"lang":"es","type":"article","venue":"Revista Iberoamericana de Evaluación Educativa","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Humanities; Philosophy; Political science","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007919291,0.0009938581,0.001199132,0.0004571939,0.001653459,0.001000083,0.001834778,0.0005808126,0.002374473],"category_scores_gemma":[0.005224259,0.0009028474,0.0006228346,0.001770372,0.002473808,0.0008669227,0.0002325893,0.0009025748,0.000222881],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005562196,"about_ca_system_score_gemma":0.01465895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007020821,"about_ca_topic_score_gemma":0.0001390914,"domain_scores_codex":[0.9850853,0.008674286,0.001197206,0.001236156,0.00117156,0.002635473],"domain_scores_gemma":[0.9916685,0.003559119,0.001100198,0.001262886,0.0005620688,0.001847185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003355439,0.003334959,0.2411962,0.0008106984,0.001009731,0.00009702556,0.5202377,0.00007035825,0.01603223,0.05006377,0.03264249,0.1341693],"study_design_scores_gemma":[0.003328575,0.0004822171,0.2463786,0.003949794,0.001598298,0.0005123215,0.3128205,0.0009399168,0.003938099,0.00345417,0.4192813,0.003316249],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508441,0.003461943,0.002987463,0.01156408,0.0004494949,0.00112632,0.0001387525,0.0002699481,0.0291579],"genre_scores_gemma":[0.9817144,0.002654325,0.006360582,0.001305117,0.0009189694,0.0003808938,0.00003912446,0.000172389,0.006454173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3866388,"threshold_uncertainty_score":0.9996462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242280124960867,"score_gpt":0.3829039989288106,"score_spread":0.3604811976792019,"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."}}