{"id":"W1997307854","doi":"10.4018/joeuc.2005070102","title":"The Effectiveness of Online Task Support vs. Instructor-Led Training","year":2005,"lang":"en","type":"article","venue":"Journal of Organizational and End User Computing","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Task (project management); Wizard; Computer science; Cognition; Mental model; Electronic performance support systems; Process (computing); Variety (cybernetics); Applied psychology; Psychology; Multimedia; Human–computer interaction; Knowledge management; World Wide Web; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006850942,0.0000725415,0.0001628354,0.00005457089,0.0001315415,0.00002036708,0.0001240468,0.00003875536,0.00008836186],"category_scores_gemma":[0.00006307819,0.00004980243,0.00003323195,0.0001545635,0.00004835814,0.00007291942,0.00003495692,0.0001564841,0.000001876262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001860443,"about_ca_system_score_gemma":0.00007535392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003255723,"about_ca_topic_score_gemma":0.000004098357,"domain_scores_codex":[0.9992258,0.0000834842,0.0003568726,0.00007035555,0.0001469453,0.0001165388],"domain_scores_gemma":[0.9990289,0.0003793283,0.0002854306,0.0000570991,0.0002064709,0.00004280513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005958998,0.0002985067,0.8371399,0.0000960673,0.0004627112,0.00002064461,0.01275122,0.005348714,0.00338832,0.0424225,0.0003568169,0.0971187],"study_design_scores_gemma":[0.0009611294,0.0001387229,0.9910244,0.00005858959,0.00002009179,0.0003833747,0.000468325,0.002621206,0.00009089985,0.0002960209,0.003859665,0.00007757141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968817,0.0001314876,0.001906622,0.0002548548,0.0004504406,0.00003179974,0.000008074378,0.000005080203,0.000329943],"genre_scores_gemma":[0.9979508,0.00002476737,0.001381813,0.00008075896,0.000483398,8.350185e-8,0.000007421989,0.00001136838,0.00005958664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1538845,"threshold_uncertainty_score":0.2030884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055543380288745,"score_gpt":0.2728322744645003,"score_spread":0.2622768406616129,"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."}}