{"id":"W2790956766","doi":"10.65685/amiutem.v2i2.23","title":"Nuevas Tendencias En La Enseñanza Del Cálculo: La Derivada En Ambientes TICE","year":2018,"lang":"es","type":"article","venue":"Revista AMIUTEM","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":5,"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":false,"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":[0.003965275,0.0003318939,0.0004438433,0.0001346712,0.0006133959,0.0008643077,0.0008949746,0.0003512272,0.0005505779],"category_scores_gemma":[0.002435215,0.0003125742,0.0002018267,0.0004779962,0.0006513165,0.0002325528,0.0002212903,0.0004519291,0.0006680388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000244453,"about_ca_system_score_gemma":0.0004099506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00089373,"about_ca_topic_score_gemma":0.00008988711,"domain_scores_codex":[0.9956036,0.002182497,0.0005542457,0.0004906065,0.0006821271,0.0004869886],"domain_scores_gemma":[0.9965824,0.001887217,0.0003614951,0.0006759649,0.0002540339,0.0002388625],"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":[0.000009438299,0.0003696797,0.001937166,0.0004433821,0.00007901125,0.00001328387,0.03958481,7.013817e-8,0.0004676344,0.9080709,0.0352857,0.01373893],"study_design_scores_gemma":[0.000176685,0.0001009216,0.001927425,0.0008220329,0.0001299986,0.00002685448,0.003849374,0.0001197969,0.0005619604,0.01021196,0.9816148,0.0004582113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2821998,0.0016261,0.0290116,0.006186462,0.001015522,0.001625313,0.00006210865,0.001461701,0.6768113],"genre_scores_gemma":[0.9746119,0.001338803,0.01343808,0.0004297735,0.00107601,0.00004101729,0.000009474418,0.00005761045,0.008997305],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9463291,"threshold_uncertainty_score":0.9999326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896217510494291,"score_gpt":0.360285362585644,"score_spread":0.3413231874807011,"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."}}