{"id":"W1514007180","doi":"","title":"Aprendizaje reflexivo en la educación superior. Madrid: Ediciones Morata. Colección: Manuales de Pedagogía' Brockbank, Anne e Ian McGill","year":2002,"lang":"es","type":"article","venue":"Americanae (AECID Library)","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Sociology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003884741,0.000956703,0.001000499,0.0007912467,0.0007801695,0.0006012676,0.002982073,0.0002986523,0.002404341],"category_scores_gemma":[0.0001533929,0.0009987728,0.0003670384,0.002218451,0.000935217,0.00219519,0.001741391,0.0009173267,0.002067798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722516,"about_ca_system_score_gemma":0.0002032855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003414225,"about_ca_topic_score_gemma":0.00003902797,"domain_scores_codex":[0.9936988,0.001243876,0.0008971217,0.001726374,0.0008132862,0.001620523],"domain_scores_gemma":[0.9962721,0.0004719565,0.0004723044,0.001840415,0.00009122414,0.0008519837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007846321,0.001390591,0.07910916,0.0004433645,0.000503724,0.00113391,0.006116549,0.0004242536,0.0002823465,0.0546092,0.5553048,0.3006036],"study_design_scores_gemma":[0.0009835308,0.001229045,0.06376245,0.000513761,0.0001952867,0.00012761,0.00284422,0.01237061,0.00100158,0.000437384,0.9147619,0.001772604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4920025,0.02564669,0.01025509,0.1340699,0.006207441,0.002413397,0.0005514133,0.004763418,0.3240901],"genre_scores_gemma":[0.9088706,0.003860219,0.01490761,0.003892226,0.001420908,0.0001133584,0.00007022634,0.0002293175,0.0666355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4168681,"threshold_uncertainty_score":0.9992462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01605816127626152,"score_gpt":0.2590868193894308,"score_spread":0.2430286581131693,"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."}}