{"id":"W3026027571","doi":"","title":"An exploratory study of teamwork processes and perceived team effectiveness in engineering capstone design teams","year":2020,"lang":"en","type":"article","venue":"International journal of engineering education","topic":"Design Education and Practice","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capstone; Teamwork; Medical education; Psychology; Engineering education; Team effectiveness; Engineering; Capstone course; Work (physics); Knowledge management; Engineering management; Computer science; Medicine; Management; Operations management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006796351,0.0005662493,0.0004489616,0.001595205,0.006159311,0.002269794,0.001226208,0.0005936812,0.001539482],"category_scores_gemma":[0.01012966,0.0007437259,0.000355653,0.001181921,0.002170372,0.001192443,0.002111502,0.001666681,0.0002070466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005263328,"about_ca_system_score_gemma":0.007823417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09188569,"about_ca_topic_score_gemma":0.2265343,"domain_scores_codex":[0.9957183,0.001746507,0.0001734832,0.0003198799,0.00102236,0.001019424],"domain_scores_gemma":[0.9887116,0.003990276,0.001733082,0.0004582189,0.002389054,0.002717777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002672296,0.005571231,0.4060709,0.0001774954,0.0000568777,0.0006400981,0.550095,0.0002778452,0.002103885,0.0004720216,0.0007599441,0.03350749],"study_design_scores_gemma":[0.0000348596,0.001601345,0.4987049,0.0000907915,0.00002270688,0.0001659338,0.4936407,0.0007693545,0.001036762,0.00018199,0.003706519,0.00004415681],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994765,0.0000177346,0.0001284836,0.00002299017,0.000001201878,0.00005130027,0.00001238143,0.00000134962,0.0002880767],"genre_scores_gemma":[0.9984908,0.00006463269,0.0005079083,0.00003868455,0.000002935239,0.0001168517,0.00004592143,0.000002129451,0.0007300374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09188569,"threshold_uncertainty_score":0.1827017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641308027955839,"score_gpt":0.2823711912486734,"score_spread":0.265958110969115,"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."}}