{"id":"W7126686724","doi":"","title":"El foro virtual como una alternativa para incrementar el aprendizaje del idioma extranjero","year":2008,"lang":"en","type":"other","venue":"Magazine Portal Bibliotech Digital (Universidad Nacional de Colombia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Complement (music); Process (computing); Foreign language; Social practice","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","bibliometrics","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0004376414,0.002191198,0.001983769,0.01900121,0.0004672532,0.000663063,0.002851576,0.001862436,0.008994046],"category_scores_gemma":[0.0002086155,0.002797057,0.001220163,0.01145898,0.00123161,0.002683081,0.001400346,0.00183552,0.01142481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252876,"about_ca_system_score_gemma":0.00113148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004702602,"about_ca_topic_score_gemma":0.0006754776,"domain_scores_codex":[0.9900909,0.000209018,0.001247731,0.002490217,0.003523846,0.002438299],"domain_scores_gemma":[0.9945866,0.0002967208,0.00160839,0.001640247,0.0004271193,0.001440954],"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":[0.0007154082,0.001424054,0.003989735,0.0001949714,0.001728794,0.00835215,0.00007945036,0.00005375913,0.004984542,0.01092629,0.9647075,0.002843359],"study_design_scores_gemma":[0.00952364,0.001546907,0.01851298,0.001123524,0.000649258,0.003380936,0.0002884401,0.001108131,0.001176981,0.00159508,0.9560402,0.005053908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1021122,0.00194781,0.00316234,0.0006063114,0.0008656817,0.002962533,0.03471914,0.003610942,0.850013],"genre_scores_gemma":[0.6508385,0.001147076,0.0007380189,0.0004266721,0.000834415,0.00008928476,0.01135525,0.003393265,0.3311775],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5487263,"threshold_uncertainty_score":0.9994333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932947323051221,"score_gpt":0.2719356598016526,"score_spread":0.2526061865711404,"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."}}