{"id":"W1566952547","doi":"","title":"Group Work in a Technology-Rich Environment","year":2010,"lang":"en","type":"article","venue":"The Journal of Interactive Learning Research","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McMaster University","funders":"","keywords":"Task (project management); Group work; Computer science; Perception; Educational technology; Mathematics education; Task analysis; Component (thermodynamics); Cooperative learning; Instructional design; Multimedia; Foreign language; Computer-mediated communication; Work (physics); Teaching method; Psychology; World Wide Web; Engineering","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":[0.002766687,0.0005368395,0.0005056269,0.001402442,0.003369719,0.004435742,0.001255745,0.00092969,0.006285278],"category_scores_gemma":[0.006987118,0.0002881564,0.0003655304,0.0007042993,0.002647676,0.002904265,0.006175581,0.0007656775,0.001444667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004560309,"about_ca_system_score_gemma":0.00100929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004602967,"about_ca_topic_score_gemma":0.0006478488,"domain_scores_codex":[0.9948877,0.003515595,0.0001152733,0.0005656744,0.0005442269,0.0003715912],"domain_scores_gemma":[0.9916167,0.004933528,0.001026248,0.0009257045,0.0002674667,0.001230243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001412419,0.004049729,0.06483757,0.001293706,0.0003109327,0.006407473,0.5114216,0.01107369,0.05075031,0.048993,0.008170295,0.2912793],"study_design_scores_gemma":[0.001194423,0.007406206,0.09883486,0.001018938,0.000350062,0.00673804,0.3963238,0.02218401,0.02072028,0.1116283,0.3331401,0.0004607819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9134635,0.0002926045,0.06062226,0.0006059621,0.00006442027,0.0002004475,0.00004305199,0.0003265512,0.02438126],"genre_scores_gemma":[0.9785684,0.000176442,0.01556666,0.0001304614,0.00004617045,0.0001538142,0.00004569173,0.00004866007,0.005263707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006285278,"threshold_uncertainty_score":0.02102637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04636322063939871,"score_gpt":0.3370841639672602,"score_spread":0.2907209433278615,"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."}}