{"id":"W2885361583","doi":"10.24908/pceea.v0i0.10566","title":"USING ACCOUNTABILITY LOGS TO ASSESS INDIVIDUAL STUDENT CONTRIBUTIONS TO CAPSTONE PROJECTS: WHAT HAPPENS WHEN ONE STUDENT ON A TEAM FAILS?","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Waterloo","funders":"","keywords":"Rubric; Capstone; Accountability; Grading (engineering); Capstone course; Social loafing; Psychology; Situated; Formative assessment; Coaching; Engineering education; Engineering ethics; Pedagogy; Engineering; Medical education; Engineering management; Computer science; Political science","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":[0.02620785,0.0006582193,0.0005272721,0.004277699,0.002335619,0.006025955,0.001745993,0.001115165,0.003381102],"category_scores_gemma":[0.1380012,0.0004221288,0.0003517694,0.002228741,0.001212317,0.004202002,0.005239028,0.00217198,0.002038771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001942257,"about_ca_system_score_gemma":0.004255123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004441208,"about_ca_topic_score_gemma":0.00857102,"domain_scores_codex":[0.9759868,0.01113562,0.002483438,0.001362041,0.007457172,0.001574985],"domain_scores_gemma":[0.8571822,0.04368328,0.02955011,0.008440319,0.05129722,0.009846817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000447393,0.0008444856,0.6287525,0.0003640467,0.00007131618,0.0005253556,0.04444971,0.001383994,0.002890211,0.0018761,0.01598841,0.3024065],"study_design_scores_gemma":[0.00007369602,0.002606727,0.6427043,0.002720027,0.0001582344,0.001235536,0.1967418,0.03006417,0.0245511,0.009036835,0.08936048,0.0007471521],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9413145,0.0003412817,0.03331962,0.004867383,0.000419256,0.0004926926,0.000658957,0.001687689,0.01689869],"genre_scores_gemma":[0.9813008,0.0002261452,0.01389134,0.0003121864,0.00005927656,0.0003480328,0.0003689866,0.000120493,0.003372703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02620785,"threshold_uncertainty_score":0.138602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02940904040491587,"score_gpt":0.3043366461091818,"score_spread":0.2749276057042659,"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."}}