{"id":"W4312342790","doi":"10.56124/claustro.v5i10.0053","title":"Pasar de un modelo transmisivo a un modelo de aprendizaje guiado","year":2022,"lang":"es","type":"article","venue":"Revista Científica Arbitrada de Posgrado y Cooperación Internacional CLAUSTRO","topic":"Higher Education Teaching and Evaluation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Philosophy; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004468013,0.0007153541,0.0003765528,0.001854472,0.004114227,0.01241932,0.002462421,0.003380998,0.02045132],"category_scores_gemma":[0.006070726,0.0004367326,0.001061901,0.001965845,0.01323114,0.01321901,0.005462038,0.003559807,0.002639364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01161505,"about_ca_system_score_gemma":0.0142484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03597432,"about_ca_topic_score_gemma":0.03238124,"domain_scores_codex":[0.9957417,0.002167693,0.0001376601,0.0006410018,0.0007213259,0.0005905565],"domain_scores_gemma":[0.9955052,0.001539564,0.0004037311,0.000856855,0.00085386,0.0008407328],"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":[0.00002131334,0.00004121863,0.00129849,0.00006353364,0.000009609754,0.0001374824,0.00885463,0.001267446,0.0001994417,0.9783422,0.001956937,0.007807719],"study_design_scores_gemma":[0.00005021794,0.0001379313,0.00451209,0.0005195486,0.00006372631,0.0003539235,0.02370014,0.01345618,0.0006215186,0.687327,0.2691854,0.00007231522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06020573,0.001666929,0.2350003,0.0382498,0.0005358196,0.0003132466,0.0002931304,0.0005900131,0.6631451],"genre_scores_gemma":[0.8822953,0.001249801,0.03769445,0.001560814,0.0001248573,0.0003172764,0.0002323824,0.0002252366,0.07629983],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03597432,"threshold_uncertainty_score":0.08427352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982102153229762,"score_gpt":0.3198822463055346,"score_spread":0.300061224773237,"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."}}