{"id":"W2374498415","doi":"10.28945/2013","title":"eLearningCampus: A Decade of Lessons Learned","year":2014,"lang":"en","type":"article","venue":"Informing Science and IT Education Conference","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Multidisciplinary approach; Engineering ethics; Political science; Management science; Computer science; Sociology; Engineering; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01090134,0.0007864573,0.0007106534,0.002626542,0.001841796,0.008884866,0.002363764,0.003922909,0.01517168],"category_scores_gemma":[0.01978596,0.0003906325,0.0004381959,0.003109657,0.003048357,0.01339711,0.006076684,0.006069175,0.006009891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003275518,"about_ca_system_score_gemma":0.009485412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004673577,"about_ca_topic_score_gemma":0.01090785,"domain_scores_codex":[0.9972762,0.0008559633,0.0001787244,0.0002836378,0.0009774728,0.000428048],"domain_scores_gemma":[0.9791012,0.009381633,0.0006506026,0.0008438024,0.003812487,0.006210347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001038273,0.0002773215,0.001090159,0.001510403,0.00001597283,0.0001557267,0.001388906,0.0002659053,0.0001817667,0.01986678,0.1986617,0.7764816],"study_design_scores_gemma":[0.00004601858,0.0001224261,0.001264072,0.005454437,0.00001018031,0.000283951,0.003509081,0.0002003718,0.0003255692,0.0204329,0.9683188,0.00003227004],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009186413,0.4784593,0.006374715,0.4341057,0.01703807,0.0001207561,0.0004073863,0.0007447156,0.05356292],"genre_scores_gemma":[0.0866081,0.7609369,0.01850062,0.07597849,0.01181616,0.0003216386,0.001151415,0.000519212,0.0441674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01517168,"threshold_uncertainty_score":0.05765253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059798147673216,"score_gpt":0.3594264071829219,"score_spread":0.2534465924156004,"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."}}