{"id":"W1568492923","doi":"10.19173/irrodl.v3i2.108","title":"Measuring MBA Student Learning: Does Distance Make a Difference?","year":2002,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distance education; Summative assessment; Psychology; Exploratory research; Mathematics education; Medical education; Formative assessment; Sociology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005063115,0.0001072361,0.0002036215,0.0001769772,0.0002608985,0.0005739468,0.001002674,0.00002225752,0.0006750147],"category_scores_gemma":[0.002501428,0.00006880832,0.00003998416,0.0005363945,0.00009905772,0.0003146311,0.001047408,0.0004931172,0.00003814758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006407131,"about_ca_system_score_gemma":0.00001339775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004066139,"about_ca_topic_score_gemma":0.00007560816,"domain_scores_codex":[0.9982165,0.0001773025,0.0003346016,0.0002506755,0.0007787254,0.0002422725],"domain_scores_gemma":[0.998927,0.0003598491,0.0002215602,0.000165626,0.0003103962,0.00001556285],"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":[0.0001105183,0.0004505251,0.7442276,0.006222486,0.00009836396,0.0000223707,0.0002670291,0.00009668163,0.00005907177,0.07050009,0.01166301,0.1662823],"study_design_scores_gemma":[0.0007883527,0.00002303149,0.152872,0.01117164,0.00002908281,0.00000254214,0.003612665,0.007969937,0.000007180957,0.003272688,0.820013,0.000237845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.522345,0.02752225,0.0007866304,0.07622819,0.0009052287,0.003245447,0.00001198529,0.0001245564,0.3688307],"genre_scores_gemma":[0.9824214,0.01315827,0.0000196838,0.0002577858,0.0001921494,0.00008974058,0.00006435528,0.00001001343,0.003786627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8083501,"threshold_uncertainty_score":0.7390937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073892895547457,"score_gpt":0.3785890337012466,"score_spread":0.2711997441465008,"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."}}