{"id":"W3208049362","doi":"10.18260/1-2--30179","title":"CATME or ITP Metrics? Which One Should I Use for Design Team Development and Assessment?","year":2020,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Scope (computer science); Task (project management); Computer science; Team management; Set (abstract data type); Peer assessment; Engineering management; Project team; Knowledge management; Engineering; Psychology; Mathematics education; Systems engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.035292,0.001285304,0.001618789,0.007005275,0.001113294,0.009511747,0.001954234,0.001371538,0.00373384],"category_scores_gemma":[0.205684,0.0005587182,0.0009606731,0.006430948,0.001246832,0.01339466,0.004454654,0.002300828,0.001758585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003059159,"about_ca_system_score_gemma":0.003508165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002490397,"about_ca_topic_score_gemma":0.004222798,"domain_scores_codex":[0.9526734,0.02245096,0.006565304,0.001622522,0.0155936,0.001094154],"domain_scores_gemma":[0.8418092,0.05209288,0.02325689,0.01168848,0.06361994,0.007532605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002449814,0.0003183584,0.07927442,0.001273274,0.0001393909,0.00009107091,0.004310394,0.001202563,0.002796478,0.01092255,0.0366876,0.862739],"study_design_scores_gemma":[0.0003124808,0.005097071,0.3400742,0.02168274,0.000546681,0.002181088,0.04292795,0.06451643,0.01916994,0.06844977,0.4338821,0.001159637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2822637,0.01036147,0.5215001,0.0694012,0.002968753,0.003082959,0.004496861,0.01383339,0.09209156],"genre_scores_gemma":[0.5895256,0.002800477,0.3960939,0.001587105,0.0003256523,0.002355669,0.001586637,0.001289695,0.00443534],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.035292,"threshold_uncertainty_score":0.1866441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1588722338937247,"score_gpt":0.3030371474198859,"score_spread":0.1441649135261612,"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."}}