{"id":"W2220655995","doi":"","title":"DESARROLLO DE HABILIDADES INVESTIGATIVAS: COMPARACION ENTRE EL CURRICULUM TRADICIONAL Y EL CURRICULUM BASADO EN PROBLEMAS","year":2012,"lang":"es","type":"article","venue":"Primer Congreso Virtual de Ciencias Morfológicas","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; 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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007253219,0.001131403,0.001204005,0.0005821759,0.002126874,0.0007088116,0.001744108,0.0009562506,0.001470579],"category_scores_gemma":[0.003087432,0.001068567,0.0006655986,0.002204661,0.002187678,0.002035921,0.0004988875,0.001926726,0.0008401667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001373467,"about_ca_system_score_gemma":0.002736328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003355424,"about_ca_topic_score_gemma":0.0001013037,"domain_scores_codex":[0.9872223,0.004282981,0.001392032,0.001372958,0.002189532,0.003540205],"domain_scores_gemma":[0.9942723,0.001426697,0.000962365,0.0007279034,0.0004475247,0.002163206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007999468,0.002080521,0.8427293,0.0001901762,0.0002409634,0.00005508112,0.05828209,0.0006511366,0.005455768,0.07696749,0.00312869,0.0101388],"study_design_scores_gemma":[0.007558686,0.00307182,0.5819811,0.002951063,0.002063746,0.0004785018,0.06282906,0.03396782,0.01330773,0.01268846,0.2718188,0.007283261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746581,0.005218369,0.001050194,0.003946625,0.001087871,0.001788518,0.00006268283,0.0004597663,0.01172785],"genre_scores_gemma":[0.9913687,0.000474414,0.003686288,0.001475648,0.00195723,0.000215067,0.00005443343,0.000114167,0.0006540994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.26869,"threshold_uncertainty_score":0.9999378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135334747246582,"score_gpt":0.3109357079202625,"score_spread":0.2895823604477967,"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."}}