{"id":"W2132284357","doi":"10.24908/pceea.v0i0.4839","title":"Comparison of Student and Faculty Perceptions of Team Performance in Capstone Design Projects as Evaluated by Graduate Attribute-Linked Rubrics","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Rubric; Capstone; Documentation; Plan (archaeology); Class (philosophy); Perception; Scheme (mathematics); Engineering management; Peer assessment; Engineering; Computer science; Mathematics education; Medical education; Psychology; Mathematics; Medicine; Artificial intelligence; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005999409,0.0001425743,0.0002425341,0.0002991684,0.00006166292,0.00004572149,0.0001920547,0.000121537,0.00002524389],"category_scores_gemma":[0.0006108791,0.0001474565,0.00003488788,0.0006298597,0.00002099106,0.0003445451,0.00001339049,0.0002482565,0.000007498024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048391,"about_ca_system_score_gemma":0.0003832349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004351733,"about_ca_topic_score_gemma":0.0003978742,"domain_scores_codex":[0.9988441,0.00001761737,0.0004444641,0.0001292912,0.0003421317,0.0002224372],"domain_scores_gemma":[0.9986508,0.00008910707,0.0003181475,0.00008286229,0.0007296341,0.0001294724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004754359,0.000340253,0.8315231,0.0007595419,0.0001561242,1.201075e-8,0.0190913,0.03549894,0.03992559,0.0003242627,0.07062604,0.001750049],"study_design_scores_gemma":[0.0002614573,0.00004341819,0.9371176,0.0001422108,0.00005625856,0.000001526655,0.003907301,0.04963649,0.007836149,0.00001812242,0.0007786028,0.0002008343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973009,0.0001053344,0.00006117714,0.0006203603,0.0003480809,0.0007078814,0.00001847572,0.00003739761,0.0008003562],"genre_scores_gemma":[0.9985881,0.00005510588,0.0007856508,0.00002673618,0.00002232633,0.0001119643,0.00002208576,0.00002430163,0.0003636856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1055945,"threshold_uncertainty_score":0.6578548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04888149248866582,"score_gpt":0.3100591378287776,"score_spread":0.2611776453401118,"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."}}