{"id":"W2944336378","doi":"10.22201/codeic.16076079e.2019.v20n3.a4","title":"Visualizar las redes de conocimiento: el caso Glass Cast","year":2019,"lang":"es","type":"article","venue":"Revista Digital Universitaria","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003179878,0.0004005081,0.0004707107,0.0002422823,0.0002574088,0.002924069,0.001278661,0.0001535011,0.0002204509],"category_scores_gemma":[0.00008459777,0.0004433898,0.0002695327,0.0006771353,0.0001958566,0.001500768,0.001305371,0.0002945204,0.004236381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006166999,"about_ca_system_score_gemma":0.0002661177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001394502,"about_ca_topic_score_gemma":0.000006257318,"domain_scores_codex":[0.9975625,0.0001381543,0.0003283955,0.0008571588,0.0003810162,0.0007327704],"domain_scores_gemma":[0.9981627,0.0001710361,0.0002428908,0.0009049079,0.0002117394,0.0003067367],"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":[0.00005102337,0.0002304646,0.03545619,0.000491969,0.0002690785,0.0004454406,0.001422779,0.0002750476,0.00004428924,0.9393372,0.01103207,0.01094444],"study_design_scores_gemma":[0.001238266,0.0005725793,0.0060831,0.0008658054,0.0001414779,0.00005365527,0.002833295,0.02643326,0.00002725585,0.0004557314,0.9603489,0.00094668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3381832,0.001492864,0.01427658,0.0007811681,0.0009778826,0.0006600321,0.0000886175,0.000371172,0.6431684],"genre_scores_gemma":[0.9534138,0.0001235671,0.0004351752,0.00009866149,0.0001142438,8.910668e-7,0.00003671306,0.00003388766,0.04574302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9493168,"threshold_uncertainty_score":0.9998018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009630013725432686,"score_gpt":0.2414584405728978,"score_spread":0.2318284268474651,"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."}}