{"id":"W2015230305","doi":"10.1002/meet.2011.14504801035","title":"Collaborative information behaviour in undergraduate group projects: A study of engineering students","year":2011,"lang":"en","type":"article","venue":"Proceedings of the American Society for Information Science and Technology","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Task (project management); Multidisciplinary approach; Identification (biology); Collaborative learning; Psychology; Medical education; Computer science; Knowledge management; Mathematics education; Engineering; Sociology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.006653676,0.0005335019,0.001120372,0.002597013,0.004090149,0.005873722,0.001382226,0.001965672,0.001828926],"category_scores_gemma":[0.02847552,0.0008306678,0.0004788332,0.001568845,0.002170769,0.001880453,0.003095175,0.0019889,0.0007230926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042773,"about_ca_system_score_gemma":0.001655113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004680309,"about_ca_topic_score_gemma":0.005112742,"domain_scores_codex":[0.9928704,0.003457103,0.0003716106,0.000733047,0.001436129,0.00113162],"domain_scores_gemma":[0.967905,0.0116746,0.00503607,0.001547857,0.004160906,0.009675629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002408288,0.004678962,0.3737472,0.0001409344,0.0000604029,0.0008455308,0.5812194,0.00009378522,0.002935941,0.0002029744,0.0005078336,0.03532618],"study_design_scores_gemma":[0.0001151306,0.004164956,0.3903104,0.000121561,0.00004982192,0.001605413,0.5926903,0.001335906,0.001346,0.00042095,0.0077112,0.0001284285],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994212,0.00004127533,0.000150625,0.00005054831,0.000003478449,0.00002327064,0.000005510772,0.000004007845,0.0003000121],"genre_scores_gemma":[0.9990799,0.00007510457,0.0003031805,0.0000818128,0.00000732047,0.00004002652,0.00001838548,0.00000429167,0.000389964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006653676,"threshold_uncertainty_score":0.03518844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02147000416586779,"score_gpt":0.3359529019151921,"score_spread":0.3144828977493243,"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."}}