{"id":"W3011360708","doi":"10.1109/fie43999.2019.9028515","title":"Transdisciplinary Design Build Studio Course in Collaboration with Shoal Lake 40 First Nation: Development and Assessment","year":2019,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Studio; Course (navigation); Shoal; Computer science; Architectural engineering; Engineering; Oceanography; Geology; Telecommunications","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":[0.003770069,0.0004917884,0.0003259693,0.001326651,0.003160701,0.001588772,0.001218099,0.0006689831,0.005824293],"category_scores_gemma":[0.003831424,0.000415393,0.0002664474,0.000664033,0.0009546685,0.000641046,0.003182009,0.001113631,0.00123037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005558709,"about_ca_system_score_gemma":0.01312231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03598072,"about_ca_topic_score_gemma":0.2062423,"domain_scores_codex":[0.9983863,0.0005145633,0.00005499653,0.0001909849,0.0005019514,0.0003513168],"domain_scores_gemma":[0.9945451,0.0005092489,0.0001876469,0.0002340849,0.002028581,0.002495358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007043385,0.03232792,0.1433082,0.0005269067,0.00003447203,0.002062868,0.1735434,0.002720772,0.02371272,0.003288171,0.0150774,0.6026927],"study_design_scores_gemma":[0.0004373314,0.01801074,0.4895632,0.0005301131,0.00006317191,0.001354154,0.1922857,0.007365766,0.02404555,0.001605424,0.2644682,0.0002707388],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971563,0.00006719526,0.003353968,0.0002806049,0.00002715004,0.001880037,0.0001798146,0.0001145645,0.02253369],"genre_scores_gemma":[0.9108977,0.0003016643,0.04227181,0.000200289,0.00001959603,0.003390059,0.0005502295,0.0000504605,0.04231825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9640193,"threshold_uncertainty_score":0.07154256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396864280259649,"score_gpt":0.2431194624971696,"score_spread":0.2291508196945731,"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."}}