{"id":"W3202627678","doi":"10.1080/15228053.2021.1980848","title":"Online education next wave: peer to peer learning","year":2021,"lang":"en","type":"article","venue":"Journal of Information Technology Case and Application Research","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Minnow Environmental (Canada)","funders":"","keywords":"Asynchronous communication; Higher education; Online learning; Mathematics education; Phenomenon; Peer feedback; Computer science; Synchronous learning; Asynchronous learning; Coronavirus disease 2019 (COVID-19); Mode (computer interface); Peer tutor; Pedagogy; Knowledge management; Psychology; Cooperative learning; Multimedia; Political science; Teaching method; Telecommunications","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":[0.00417189,0.0005478376,0.0005675434,0.001386177,0.002252385,0.008068309,0.003588397,0.002273998,0.07179322],"category_scores_gemma":[0.01579574,0.0002854594,0.0005599019,0.001229373,0.001125233,0.01186029,0.007237137,0.002169575,0.0414357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007064248,"about_ca_system_score_gemma":0.002564509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006852731,"about_ca_topic_score_gemma":0.001083608,"domain_scores_codex":[0.9943336,0.001822873,0.0001989017,0.0008121951,0.002347268,0.0004851379],"domain_scores_gemma":[0.9863843,0.003977322,0.0007160568,0.003345519,0.002416919,0.003159897],"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":[0.0001319748,0.00100917,0.001961519,0.0004761967,0.00003170954,0.000232482,0.001697281,0.0006289163,0.001566786,0.02338842,0.1291138,0.8397617],"study_design_scores_gemma":[0.0001056948,0.0006552761,0.002620837,0.0003989272,0.0000337885,0.0006302198,0.002826646,0.007046266,0.002811504,0.0647925,0.9179755,0.0001027933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03575965,0.004026894,0.3466887,0.02510756,0.005508719,0.002858987,0.001024535,0.02194218,0.5570828],"genre_scores_gemma":[0.4223737,0.005321513,0.2603269,0.00694218,0.005977358,0.0022719,0.00200029,0.002914652,0.2918717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07179322,"threshold_uncertainty_score":0.2401723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03152452021294901,"score_gpt":0.3829133579525254,"score_spread":0.3513888377395764,"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."}}