{"id":"W2480419567","doi":"10.4018/978-1-4666-8147-7.ch008","title":"Saving Face in Online Learning","year":2015,"lang":"en","type":"book-chapter","venue":"Advances in web technologies and engineering book series","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Feeling; Psychology; Online learning; Student engagement; Affect (linguistics); Mathematics education; Online course; Higher education; Cognition; Peer learning; Medical education; Pedagogy; Computer science; Social psychology; Multimedia","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003356403,0.0003002111,0.0004352534,0.0004282289,0.0001172931,0.00005287234,0.0002865413,0.0005186103,0.00002591677],"category_scores_gemma":[0.0006521752,0.000317606,0.00003998404,0.0001326984,0.0003236399,0.00102846,0.0002169809,0.001256037,0.000004332411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001838762,"about_ca_system_score_gemma":0.0001276711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002533581,"about_ca_topic_score_gemma":0.003104825,"domain_scores_codex":[0.9986525,0.0000137579,0.0003102575,0.0003620917,0.0002291466,0.0004322712],"domain_scores_gemma":[0.9995043,0.0001337581,0.0001146232,0.0001674005,0.00003930126,0.00004064632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003065255,0.00002344948,0.001496793,0.0002969254,0.00002659528,0.0001857429,0.002504307,0.03225052,0.00008238055,0.4135134,0.000135762,0.5494535],"study_design_scores_gemma":[0.0001339212,0.00006707906,0.00001593257,0.0006193685,0.000006117063,0.000003941216,0.01378162,0.0002198116,0.0000061736,0.00600087,0.9787745,0.0003706659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0129497,0.5049335,0.0001569007,0.005000341,0.0009365557,0.000867582,0.00003976609,0.005112437,0.4700032],"genre_scores_gemma":[0.08171575,0.619665,0.01323538,0.00002683761,0.0003156471,0.00004305716,0.00004570165,0.0001645727,0.2847881],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9786388,"threshold_uncertainty_score":0.9999276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303442719217053,"score_gpt":0.2691472418719382,"score_spread":0.2561128146797677,"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."}}