{"id":"W27700075","doi":"10.1021/jacs.6b08369","title":"MatemásTIC: GCompris un software multinivelar con clara aplicación para las matemáticas","year":2011,"lang":"en","type":"article","venue":"Suma: Revista sobre Enseñanza y Aprendizaje de las Matemáticas","topic":"Engineering and Information Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Prostate Cancer Canada; Canada Research Chairs; Government of Canada","keywords":"Computer science; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0009483382,0.0008333754,0.0009784038,0.0005521851,0.0004176513,0.0005133161,0.002465269,0.0006694848,0.0004026386],"category_scores_gemma":[0.0004928541,0.0008148365,0.0003150586,0.001002291,0.0003333013,0.001127299,0.0008208611,0.0009151709,0.002181421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002261538,"about_ca_system_score_gemma":0.0001268941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005198902,"about_ca_topic_score_gemma":0.00000217096,"domain_scores_codex":[0.9950448,0.0002460136,0.001461579,0.001065677,0.0006135177,0.001568364],"domain_scores_gemma":[0.9959627,0.0003466851,0.0005347701,0.002291545,0.0003188191,0.0005454622],"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":[0.0001671623,0.0008172875,0.004230001,0.002040847,0.0006308873,0.001085197,0.007436313,0.0003207921,0.001612149,0.9206083,0.01522989,0.04582122],"study_design_scores_gemma":[0.01045749,0.002324811,0.03738885,0.002666362,0.0008642872,0.00633121,0.001903875,0.1020194,0.128051,0.05057069,0.6465846,0.01083744],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09794487,0.001400933,0.8838629,0.0006953486,0.0008539075,0.001086732,0.0001349637,0.006007307,0.008013061],"genre_scores_gemma":[0.8156004,0.0004112617,0.1819971,0.000726293,0.0001201468,0.0001969823,0.0000817103,0.0001410489,0.0007250519],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8700376,"threshold_uncertainty_score":0.9994302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02342488888424459,"score_gpt":0.2332338887789288,"score_spread":0.2098089998946842,"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."}}