{"id":"W4392140426","doi":"10.22550/2174-0909.2626","title":"Las matemáticas que los profesores de educación secundaria conocen (o necesitarían conocer)","year":2015,"lang":"es","type":"article","venue":"Revista Española de Pedagogía","topic":"Higher Education Teaching and Evaluation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Humanities; Geology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00513063,0.0003886361,0.0003605137,0.001397036,0.001769872,0.005947203,0.0007662154,0.00109712,0.008734301],"category_scores_gemma":[0.01013573,0.000204644,0.0004224376,0.001142408,0.00603537,0.003769652,0.003089573,0.002018925,0.001276289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00288218,"about_ca_system_score_gemma":0.008537107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003535908,"about_ca_topic_score_gemma":0.004594313,"domain_scores_codex":[0.9963338,0.002152,0.0001597338,0.0002962714,0.0007195424,0.0003385596],"domain_scores_gemma":[0.9924384,0.00320759,0.001132712,0.000645319,0.0012297,0.001346379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001259809,0.0007469899,0.07808523,0.001364228,0.00005836326,0.0005495486,0.1931854,0.001498648,0.005045679,0.4732319,0.008198241,0.2379099],"study_design_scores_gemma":[0.00008705966,0.001103342,0.1613625,0.002456581,0.00009984048,0.00153159,0.2328306,0.00261952,0.004901692,0.2039187,0.3889367,0.0001518832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5703481,0.00693113,0.06135083,0.02022533,0.0004629114,0.0004291759,0.0002840639,0.0002721358,0.3396963],"genre_scores_gemma":[0.9615586,0.003420143,0.0109998,0.0009953277,0.0000891765,0.0001804019,0.000101711,0.00002386683,0.02263113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008734301,"threshold_uncertainty_score":0.02921921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06829440133344358,"score_gpt":0.4283386075621869,"score_spread":0.3600442062287433,"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."}}