{"id":"W1782607346","doi":"10.24908/pceea.v0i0.4830","title":"SERVICE LEARNING AND TEAM WORK – ELEMENTS OF LEADERSHIP","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"University of Regina","keywords":"Curriculum; Service-learning; Work (physics); Engineering; Engineering management; Service (business); Plan (archaeology); Medical education; Public relations; Knowledge management; Business; Political science; Psychology; Pedagogy; Computer science; Medicine; Marketing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009408102,0.00007483036,0.0001003354,0.0001397364,0.0004056314,0.00009529514,0.0002569761,0.00009323279,0.00008051336],"category_scores_gemma":[0.001055889,0.00007941785,0.00002998429,0.0005904681,0.00001902468,0.0001835869,0.00002944959,0.0002754145,0.000009630635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006979243,"about_ca_system_score_gemma":0.0003229877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.114778,"about_ca_topic_score_gemma":0.03759116,"domain_scores_codex":[0.9991674,0.00003419556,0.0001809975,0.00008848297,0.0002888941,0.0002399691],"domain_scores_gemma":[0.9988141,0.00009341872,0.0002839603,0.00005101054,0.0006174601,0.0001400587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001509002,0.00005557321,0.9136134,0.0002954979,0.0000920243,5.726948e-9,0.04981891,0.0002259745,0.0006802299,0.005822127,0.01958884,0.009805928],"study_design_scores_gemma":[0.0002325148,0.00002363101,0.6529572,0.0003895522,0.00006139326,2.357298e-7,0.1306944,0.000406332,0.0004670135,0.0002221881,0.2142434,0.0003020993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594476,0.0001041485,0.000001331451,0.01794352,0.0003660563,0.0003134037,0.000001006964,0.00005160015,0.02177138],"genre_scores_gemma":[0.9947283,0.00001849452,0.0004048987,0.000381291,0.00007102146,0.00003055828,0.000002285626,0.00001229336,0.004350912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2606562,"threshold_uncertainty_score":0.9799703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908125696990134,"score_gpt":0.2357476754466251,"score_spread":0.2166664184767238,"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."}}