{"id":"W4379184290","doi":"10.5430/jct.v12n3p224","title":"Student Perceptions about Online Collaborative Coursework","year":2023,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coursework; Group work; Student engagement; Psychology; Qualitative research; Online discussion; Qualitative property; Medical education; Asynchronous communication; Grading (engineering); Perception; Mathematics education; Computer science; Medicine; Sociology; World Wide Web; Engineering","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":[0.006037527,0.0002440224,0.0003006158,0.0006631132,0.001504598,0.003167611,0.0005538957,0.0006291656,0.005065934],"category_scores_gemma":[0.02659825,0.0001717544,0.0003101196,0.0005714023,0.001129536,0.001346106,0.002036868,0.001083092,0.0006140575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007425804,"about_ca_system_score_gemma":0.001042207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00146519,"about_ca_topic_score_gemma":0.001549068,"domain_scores_codex":[0.9939795,0.002456916,0.0003955845,0.0003142825,0.002258337,0.0005954181],"domain_scores_gemma":[0.9750872,0.01124692,0.005848611,0.0008802002,0.003264395,0.003672747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003581228,0.002174068,0.605353,0.0003982699,0.00008389614,0.0006462808,0.2943369,0.0004651764,0.006136395,0.0007437288,0.002113082,0.08719097],"study_design_scores_gemma":[0.00003976035,0.002311877,0.545862,0.0002610085,0.00006057631,0.0007661098,0.4342456,0.0007573184,0.002686661,0.0005618356,0.01236225,0.00008491791],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969848,0.00006483606,0.0004251965,0.0002519113,0.0000131105,0.00002591643,0.00002024443,0.00001050628,0.00220349],"genre_scores_gemma":[0.9987983,0.00009563238,0.0002349508,0.00008613315,0.00001315303,0.00002849921,0.00002540352,0.00000547155,0.0007125146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006037527,"threshold_uncertainty_score":0.03192991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376688406362046,"score_gpt":0.3806232791515933,"score_spread":0.3668563950879728,"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."}}