{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007497596,0.0001952838,0.0001966842,0.0000960246,0.001422925,0.0005210318,0.0006523888,0.000156941,0.0002260071],"category_scores_gemma":[0.0002184933,0.0002016482,0.00008765105,0.0005228712,0.0001812811,0.0008835156,0.0002122877,0.0009405085,0.0002443808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00013746,"about_ca_system_score_gemma":0.00007158591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001927169,"about_ca_topic_score_gemma":0.00001416336,"domain_scores_codex":[0.9974734,0.00003441498,0.0002503406,0.0004786248,0.001098247,0.0006649476],"domain_scores_gemma":[0.9993088,0.00004156472,0.0001655574,0.0001118453,0.0001837862,0.0001883974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003526609,0.0001542434,0.7157966,0.0002122817,0.00007344983,0.00004083526,0.08045534,0.00001394024,0.002497635,0.1668632,0.0004490175,0.03340823],"study_design_scores_gemma":[0.0003398621,0.00004580857,0.0107636,0.0001979382,0.00002924647,0.00000566119,0.3097994,0.00003727616,0.0006278664,0.0001116193,0.6777318,0.000309946],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8003693,0.00003158634,0.00004418516,0.000248139,0.001291397,0.0002601563,1.847277e-7,0.0004438148,0.1973113],"genre_scores_gemma":[0.9772735,0.0001016334,0.009155839,0.00002285307,0.001877964,0.00006810259,5.231562e-7,0.00003329583,0.01146635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.705033,"threshold_uncertainty_score":0.9998771,"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."}}