{"id":"W2487964740","doi":"","title":"10 Claves de la Educación, grandes aportes para innovar en el centro educativo","year":2016,"lang":"es","type":"article","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002443454,0.0005006877,0.0004840663,0.000548114,0.001245564,0.0003761614,0.001316619,0.0005439586,0.006084183],"category_scores_gemma":[0.0013362,0.0004477164,0.0002970389,0.001673875,0.001927856,0.0007195254,0.0001584116,0.0005439376,0.0005057562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147094,"about_ca_system_score_gemma":0.004475929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002484414,"about_ca_topic_score_gemma":0.0001883144,"domain_scores_codex":[0.9951947,0.001208351,0.000475625,0.0009195702,0.0007368065,0.001464889],"domain_scores_gemma":[0.9960411,0.001787087,0.0003878778,0.0006326981,0.0003122994,0.0008390028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001674478,0.00237234,0.1122311,0.00008737588,0.0003306807,0.00006370588,0.3005085,0.000006752623,0.01279574,0.4460611,0.04782597,0.07754922],"study_design_scores_gemma":[0.001152246,0.0001634399,0.1369137,0.0002921428,0.0001629704,0.00002820502,0.1896797,0.00001711994,0.0007885286,0.004363833,0.6655949,0.0008432027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8337945,0.0004492327,0.0004059465,0.02535884,0.0003480808,0.0003631937,0.0000418927,0.0002054212,0.1390329],"genre_scores_gemma":[0.9644421,0.001105936,0.001035995,0.0006844492,0.001040038,0.00001899004,0.000009838072,0.00005413546,0.03160854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6177689,"threshold_uncertainty_score":0.9997975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02283568800987096,"score_gpt":0.3450600700976852,"score_spread":0.3222243820878142,"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."}}