{"id":"W2765082795","doi":"","title":"CONTRIBUCIÓN INMEJORABLE DEL CCM A LA ENSEÑANZA DE MATEMÁTICAS","year":2017,"lang":"es","type":"article","venue":"Gaceta UNAM (2010-2019)","topic":"Knowledge Societies in the 21st Century","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":[0.005461709,0.0003838203,0.0004254601,0.00190016,0.009275828,0.01096988,0.001821348,0.001942555,0.0192201],"category_scores_gemma":[0.01176012,0.0002860659,0.0003625412,0.001856375,0.007535935,0.00324304,0.01104619,0.003717969,0.002787547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01957056,"about_ca_system_score_gemma":0.02597907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05804959,"about_ca_topic_score_gemma":0.1090956,"domain_scores_codex":[0.9928363,0.002516532,0.0001634557,0.00096102,0.002370748,0.001151861],"domain_scores_gemma":[0.9874856,0.001733755,0.0008745412,0.0008732689,0.003244269,0.005788578],"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":[0.000217269,0.0002889991,0.04601855,0.0006336251,0.00003821512,0.0007176575,0.0723564,0.0005887924,0.002364877,0.2527206,0.2458015,0.3782535],"study_design_scores_gemma":[0.000009437405,0.00003991199,0.03117671,0.0003282534,0.000006296627,0.0001566884,0.01561835,0.0001994726,0.0004102944,0.01026879,0.9417614,0.00002435721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1347287,0.01843222,0.006024819,0.2542398,0.003025627,0.0001876041,0.000481114,0.0003430735,0.5825372],"genre_scores_gemma":[0.7586484,0.009119351,0.005395591,0.01407788,0.001492901,0.0002310683,0.0003689542,0.0002023419,0.2104636],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05804959,"threshold_uncertainty_score":0.141995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026456109258406,"score_gpt":0.3222604969700298,"score_spread":0.3019959358774458,"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."}}