{"id":"W2137522303","doi":"10.24059/olj.v19i2.523","title":"Adopting MOOCs on Campus: A Collaborative Effort to Test MOOCs on Campuses of the University System of Maryland","year":2014,"lang":"en","type":"article","venue":"Online Learning","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, Irvine; University of Toronto; Rice University; Vanderbilt University; University of Pennsylvania; Bill and Melinda Gates Foundation","keywords":"Repurposing; Test (biology); Scale (ratio); University campus; Medical education; Face (sociological concept); Computer science; Order (exchange); Mathematics education; Engineering management; Psychology; Engineering; Sociology; Business; Library science; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01366953,0.0007411018,0.0007630247,0.001980525,0.00497624,0.002817185,0.002390368,0.001969793,0.001252666],"category_scores_gemma":[0.0189147,0.0007340575,0.0008203541,0.001210023,0.002140572,0.002009046,0.005684163,0.002824364,0.0006166647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005357881,"about_ca_system_score_gemma":0.009945988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0251791,"about_ca_topic_score_gemma":0.05256157,"domain_scores_codex":[0.9900308,0.004437015,0.0004397985,0.001444067,0.002003768,0.001644613],"domain_scores_gemma":[0.9747669,0.005737141,0.001943378,0.004795467,0.006249535,0.00650763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002266951,0.1245449,0.3910633,0.0004662358,0.0003633237,0.002173355,0.1751357,0.005380459,0.05275724,0.002703765,0.005895645,0.2372492],"study_design_scores_gemma":[0.001000413,0.03335992,0.6409745,0.0001675896,0.0002778526,0.0005922227,0.2233762,0.01284231,0.04484178,0.001472073,0.04078011,0.0003149978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961952,0.0000107268,0.00124392,0.0001076907,0.0000109836,0.001290334,0.00008954061,0.00004145391,0.001010111],"genre_scores_gemma":[0.975125,0.00006459402,0.01747059,0.0003397776,0.00003382495,0.002917147,0.0005320369,0.00005043341,0.003466671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0251791,"threshold_uncertainty_score":0.07229221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004840750334364088,"score_gpt":0.2188077663902053,"score_spread":0.2139670160558412,"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."}}