{"id":"W1583139680","doi":"10.65685/amiutem.v2i1.16","title":"Utilización De La Tecnología En El Tránsito Entre La Aritmética Y El Álgebra: Construcción Socio-cultural De Expresiones Algebraicas Para El Cálculo De Números Triangulares","year":2018,"lang":"es","type":"article","venue":"Revista AMIUTEM","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001406765,0.0005667582,0.0006932814,0.0002921612,0.0007960903,0.001021608,0.001488084,0.0009312666,0.0001792635],"category_scores_gemma":[0.001220792,0.0005283062,0.0002859358,0.001221117,0.001940621,0.0004750475,0.0006094503,0.0008133327,0.0001726093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005138341,"about_ca_system_score_gemma":0.001430257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001277878,"about_ca_topic_score_gemma":0.000006402462,"domain_scores_codex":[0.9954974,0.00111923,0.0008902351,0.0009896691,0.0004202125,0.001083275],"domain_scores_gemma":[0.9961164,0.001443489,0.0004638396,0.001165911,0.0005396089,0.00027075],"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":[0.00002912019,0.0003107405,0.03038736,0.0001542904,0.0001734817,0.00009824777,0.002083465,0.000002003669,0.008381006,0.9361362,0.007003089,0.01524099],"study_design_scores_gemma":[0.003945645,0.0008291713,0.2728055,0.001958233,0.0005698887,0.003773687,0.008065023,0.007697213,0.02554073,0.2112006,0.4606909,0.002923341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510879,0.002726797,0.03074461,0.01129374,0.000396291,0.0005963127,0.00008523933,0.0005506561,0.002518474],"genre_scores_gemma":[0.9678782,0.0006656864,0.02914888,0.0007810363,0.0008722862,0.0001179737,0.00003813419,0.00005054109,0.0004473097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7249356,"threshold_uncertainty_score":0.9997169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01650317457935166,"score_gpt":0.3475177129817301,"score_spread":0.3310145384023785,"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."}}