{"id":"W2750397197","doi":"10.19173/irrodl.v18i5.2883","title":"Investigating Students’ Perceptions of Motivating Factors of Online Class Discussions","year":2017,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Online discussion; Class (philosophy); Psychology; Mathematics education; Variety (cybernetics); Perception; Pedagogy; Computer science; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003595088,0.0002919596,0.0003272893,0.0008630151,0.001389875,0.002728271,0.0004980946,0.0007929021,0.004562067],"category_scores_gemma":[0.01415327,0.0002659999,0.000468314,0.0004610347,0.0006077503,0.001106861,0.001426623,0.001201502,0.0004986692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006064545,"about_ca_system_score_gemma":0.0009067847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339438,"about_ca_topic_score_gemma":0.001939716,"domain_scores_codex":[0.9978203,0.0007221136,0.0001696863,0.0001848726,0.0006417958,0.0004611797],"domain_scores_gemma":[0.9865854,0.005325721,0.002972167,0.0002713703,0.001661525,0.003183887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002547559,0.002853662,0.7725101,0.0002567946,0.00004797145,0.0009041989,0.1634277,0.0001967709,0.007185706,0.0006185159,0.001191795,0.05055202],"study_design_scores_gemma":[0.00003441413,0.001508768,0.6856794,0.0001418387,0.00004516755,0.0004444874,0.297611,0.001018288,0.002667718,0.0003598769,0.01041195,0.00007698015],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988552,0.0000288493,0.0000984268,0.00008956881,0.000007895728,0.00001930148,0.00001025329,0.000003427876,0.0008870603],"genre_scores_gemma":[0.9989843,0.00005098741,0.0001462558,0.00004668786,0.000008030198,0.00002801542,0.00001930407,0.000002847328,0.0007136691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004562067,"threshold_uncertainty_score":0.01901287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.154572951225164,"score_gpt":0.5316291664594636,"score_spread":0.3770562152342996,"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."}}