{"id":"W2165092092","doi":"10.60020/1853-6530.v1.n1.235","title":"Formación de docentes a través de la resolución de un problema biotecnológico en un ambiente de aprendizaje colaborativo mediado por computadora","year":2010,"lang":"es","type":"article","venue":"Virtualidad Educación y Ciencia","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002230485,0.0006292555,0.0004011302,0.0008914482,0.003296868,0.006319714,0.0013444,0.001981477,0.006532175],"category_scores_gemma":[0.005414326,0.0003517346,0.0005082718,0.0008264647,0.002678459,0.002864859,0.003933583,0.001630424,0.001397945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002912748,"about_ca_system_score_gemma":0.004928655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01163331,"about_ca_topic_score_gemma":0.01392186,"domain_scores_codex":[0.9978917,0.0007261754,0.00007056076,0.0003368151,0.0005887119,0.0003859803],"domain_scores_gemma":[0.9967107,0.001031911,0.0003111397,0.0004464629,0.0007914465,0.0007083184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006874399,0.00196215,0.04395759,0.001637747,0.00009627112,0.003218528,0.1913392,0.01355256,0.1025729,0.1258353,0.0185915,0.4965487],"study_design_scores_gemma":[0.0001543303,0.002014958,0.05035287,0.0009983007,0.0002397295,0.002071541,0.2533359,0.03289896,0.07689349,0.05591794,0.5247561,0.0003658853],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7372344,0.0009233198,0.1365015,0.005280385,0.0003539605,0.0005712249,0.0001925245,0.00136938,0.1175734],"genre_scores_gemma":[0.8802643,0.0009771865,0.0630988,0.0003412032,0.00003370838,0.0003587898,0.0001940858,0.0001654053,0.05456656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01163331,"threshold_uncertainty_score":0.02313119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005670174449100872,"score_gpt":0.3033064753369292,"score_spread":0.2976363008878283,"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."}}