{"id":"W2157190467","doi":"","title":"LA UNAM, PRECURSORA EN ROBÓTICA PEDAGÓGICA","year":2005,"lang":"es","type":"article","venue":"Gaceta UNAM (2000-2009)","topic":"E-Learning and Knowledge Management","field":"Computer Science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002102864,0.0008911639,0.000832424,0.0005088768,0.0005517558,0.001459318,0.002831225,0.0005313437,0.001141384],"category_scores_gemma":[0.0004134736,0.0008821312,0.0004019022,0.001314785,0.0004378537,0.00073866,0.001470359,0.001276674,0.01044971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006093603,"about_ca_system_score_gemma":0.0007315441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001075757,"about_ca_topic_score_gemma":0.00007751372,"domain_scores_codex":[0.9932966,0.001210443,0.0009442836,0.001775879,0.001074265,0.001698587],"domain_scores_gemma":[0.9959087,0.0004808784,0.0005170345,0.00219397,0.0002778714,0.0006215611],"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":[0.00009495478,0.001865912,0.001862438,0.0004744302,0.0004584461,0.0002593041,0.01598858,0.007593129,0.00009117406,0.08719648,0.1193593,0.7647559],"study_design_scores_gemma":[0.00116748,0.0003860192,0.005088855,0.0003901065,0.0001903709,0.00006126465,0.0002696077,0.0897503,0.0001288079,0.000518643,0.9009885,0.001060059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03308097,0.02263218,0.0719438,0.02883695,0.005638209,0.001890935,0.00008639889,0.002214365,0.8336762],"genre_scores_gemma":[0.7980881,0.001037535,0.03626752,0.001094784,0.002968475,0.00007803346,0.0000296261,0.0001512037,0.1602847],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7816292,"threshold_uncertainty_score":0.9997717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01253573236811205,"score_gpt":0.2605756060755905,"score_spread":0.2480398737074784,"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."}}