{"id":"W3662203","doi":"","title":"MONITORING STUDENTS’ OVERSEAS EXPERIENCE THROUGH A LEARNING MANAGEMENT SYSTEM","year":2010,"lang":"en","type":"article","venue":"EDULEARN10 Proceedings","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Learning Management; Experiential learning; Business; Computer science; Knowledge management; Psychology; Pedagogy; Multimedia","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":[0.000426653,0.0002489865,0.0001580798,0.001136739,0.0006209654,0.0007981776,0.0004423901,0.0002979048,0.004263513],"category_scores_gemma":[0.001851666,0.00008354073,0.0001392525,0.0005385004,0.0002065485,0.0004866456,0.00112893,0.0002948506,0.00112062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004492375,"about_ca_system_score_gemma":0.0005647702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002182947,"about_ca_topic_score_gemma":0.00350744,"domain_scores_codex":[0.9995337,0.0001090895,0.00003723866,0.00006018534,0.0001227416,0.000137087],"domain_scores_gemma":[0.9974651,0.00008941763,0.0006324876,0.00005665126,0.0004091201,0.001347166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008307203,0.0007779133,0.9411276,0.0000283885,0.00001002345,0.000602866,0.001879333,0.00008089306,0.001336979,0.00006082602,0.001650875,0.05236119],"study_design_scores_gemma":[0.000009182059,0.001120962,0.9824462,0.00002738706,0.00001108413,0.001128795,0.006370733,0.0004063936,0.0007252397,0.00006887287,0.007667342,0.00001787063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974353,0.00006538208,0.00007068322,0.0001425243,0.00001126181,0.00002036343,0.00006353059,0.00001431105,0.002176614],"genre_scores_gemma":[0.9968011,0.0001109076,0.0002422324,0.00009551866,0.0000158581,0.00002152867,0.0000950242,0.000003564344,0.002614321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004263513,"threshold_uncertainty_score":0.01426291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784506820291227,"score_gpt":0.344366288746206,"score_spread":0.3265212205432937,"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."}}