{"id":"W2307192379","doi":"","title":"APRENDIZAJE BASADO EN PROBLEMAS PROBLEM - BASED LEARNING","year":2004,"lang":"en","type":"article","venue":"","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Facilitator; Process (computing); Variety (cybernetics); Problem-based learning; Pedagogy; Mathematics education; Psychology; Computer science; Sociology; Artificial intelligence; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0101449,0.001368186,0.00113871,0.0018665,0.00169084,0.01067013,0.003615033,0.002926928,0.006260136],"category_scores_gemma":[0.02070069,0.0005393439,0.001345275,0.002154391,0.005178438,0.007881157,0.005938316,0.005171638,0.002363002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002423862,"about_ca_system_score_gemma":0.003182244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001322328,"about_ca_topic_score_gemma":0.001446111,"domain_scores_codex":[0.9865377,0.007836545,0.0006024406,0.001388964,0.003137179,0.0004970574],"domain_scores_gemma":[0.9880474,0.00755352,0.0007163704,0.001464368,0.001586952,0.0006315049],"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":[0.000293612,0.001135985,0.001500084,0.001760931,0.0001081059,0.000758114,0.01750297,0.01224697,0.004833295,0.4692005,0.01602557,0.4746339],"study_design_scores_gemma":[0.0002165099,0.0004559189,0.001139735,0.001016475,0.00008253392,0.001199113,0.009980517,0.09218022,0.008085603,0.4891793,0.3963399,0.0001241345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0268156,0.002239023,0.9055675,0.00633622,0.0008167181,0.0007219888,0.0001084895,0.001404572,0.05598982],"genre_scores_gemma":[0.1808196,0.001891114,0.7931708,0.000754879,0.0002884382,0.0007929343,0.0004163559,0.0003402894,0.02152575],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01067013,"threshold_uncertainty_score":0.05365193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158922962558817,"score_gpt":0.2895836207897445,"score_spread":0.2736913245338628,"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."}}