{"id":"W1502889823","doi":"","title":"College Student Alienation and Use of WebCT","year":2005,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University; MacEwan University; Athabasca University","funders":"","keywords":"Alienation; Psychology; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002982733,0.0001029731,0.0001754791,0.0006302297,0.000259319,0.00003341971,0.0001802126,0.00009401175,0.0004987072],"category_scores_gemma":[0.001300817,0.00009802834,0.00001357844,0.0006925925,0.00123496,0.0001732284,0.00006658166,0.0001882515,0.00002267421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008435079,"about_ca_system_score_gemma":0.0006735966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001216774,"about_ca_topic_score_gemma":0.004295147,"domain_scores_codex":[0.9987652,0.00008773713,0.0002176151,0.0002502037,0.0004362998,0.0002428914],"domain_scores_gemma":[0.9980721,0.00111784,0.00009794866,0.0001401783,0.0004357153,0.0001361559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004545076,0.0001833164,0.06210872,0.000005857073,0.00001821249,3.542653e-7,0.0051013,2.049441e-7,0.00009148896,0.9231222,0.006117839,0.003246],"study_design_scores_gemma":[0.0006208625,0.0001232379,0.3992806,0.0001104078,0.00003075163,0.000002719784,0.005480051,0.00002654294,0.0007399757,0.5059857,0.08726123,0.0003378342],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2438817,0.0003685689,0.000003332691,0.7508433,0.0005245446,0.0002905585,0.00002354008,0.00004280592,0.004021566],"genre_scores_gemma":[0.9929222,0.001181871,0.0008707516,0.0001795911,0.0003505548,0.0001460988,0.000009897654,0.000005564129,0.004333499],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7506638,"threshold_uncertainty_score":0.5460495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05382782964848457,"score_gpt":0.3809132354319977,"score_spread":0.3270854057835132,"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."}}