{"id":"W1525691400","doi":"10.28945/267","title":"Group Performance in Information Systems Project Groups: An Empirical Study","year":2005,"lang":"en","type":"article","venue":"Journal of Information Technology Education Research","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Concordia University","keywords":"Multidisciplinary approach; Information system; Association (psychology); Knowledge management; Engineering ethics; Management science; Library science; Sociology; Political science; Computer science; Psychology; Engineering; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01617605,0.0005812703,0.0006411853,0.002699503,0.003657437,0.002527863,0.001123817,0.001587045,0.003299812],"category_scores_gemma":[0.05696981,0.0004367759,0.0004596228,0.002143621,0.003083524,0.002697828,0.003354598,0.002535242,0.001214203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001372903,"about_ca_system_score_gemma":0.001870291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003207104,"about_ca_topic_score_gemma":0.003154294,"domain_scores_codex":[0.9855573,0.009229764,0.0006346977,0.0007719134,0.002272908,0.001533452],"domain_scores_gemma":[0.9114714,0.04660679,0.01305917,0.003708553,0.008955774,0.0161985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001222195,0.02062226,0.8268513,0.0001612535,0.0001391452,0.0004415381,0.111306,0.0004230344,0.0007229315,0.001067858,0.001452486,0.03559002],"study_design_scores_gemma":[0.00017381,0.009441074,0.8712474,0.0001221438,0.00006502664,0.000354682,0.1130995,0.001317062,0.0004596374,0.0009357513,0.002715758,0.0000682824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988074,0.00003035993,0.0001169535,0.00006338314,0.000005686493,0.00005539343,0.00001762559,0.000002299287,0.0009008102],"genre_scores_gemma":[0.9988331,0.00006704401,0.0002602211,0.00004042079,0.00001498727,0.0001260218,0.00005937053,0.000004203981,0.0005945838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01617605,"threshold_uncertainty_score":0.0855481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04628432085417108,"score_gpt":0.4483037238199876,"score_spread":0.4020194029658165,"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."}}