{"id":"W2121179858","doi":"10.24908/pceea.v0i0.3728","title":"INVESTIGATING COLLABORATIVE INFORMATION SEEKING PRACTICE OF DESIGN ENGINEERING STUDENTS","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Information literacy; Engineering education; Knowledge management; Entry Level; Engineering design process; Computer science; Engineering management; Engineering; Medical education; World Wide Web; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008376515,0.000300224,0.0007900444,0.004652009,0.00423128,0.009720271,0.001242935,0.001786308,0.004954087],"category_scores_gemma":[0.0337156,0.0005865591,0.0005089644,0.002619383,0.002589382,0.003975975,0.004743151,0.00209846,0.001472671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002688407,"about_ca_system_score_gemma":0.003387215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005327789,"about_ca_topic_score_gemma":0.007187807,"domain_scores_codex":[0.9931931,0.002552054,0.0004970719,0.0007402548,0.001729291,0.001288234],"domain_scores_gemma":[0.9623759,0.01891281,0.005302522,0.001746355,0.006336002,0.005326432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001893115,0.002332733,0.275889,0.0001308686,0.0000440064,0.0003680394,0.6723435,0.0001113558,0.001260953,0.001767827,0.0007305627,0.04483185],"study_design_scores_gemma":[0.00008022022,0.00156396,0.2269215,0.0001784558,0.00006501502,0.0007205396,0.7494525,0.00121017,0.001958741,0.001918665,0.01581919,0.0001110184],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969922,0.00007416312,0.0002125487,0.0001405988,0.000002646581,0.00002573845,0.00001134019,0.000005084462,0.002535639],"genre_scores_gemma":[0.9968848,0.0001183373,0.0003455906,0.0001037308,0.000005108073,0.00004003452,0.00002759103,0.000005510696,0.002469293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009720271,"threshold_uncertainty_score":0.04429972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262338404302756,"score_gpt":0.2432907255600696,"score_spread":0.230667341517042,"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."}}