{"id":"W4255356523","doi":"10.18260/1-2--33189","title":"Preparing Engineering Students for Their Profession - A Novel Curricular Approach","year":2020,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Capstone; Experiential learning; Engineering education; Capstone course; Engineering; Engineering ethics; Mathematics education; Computer science; Psychology; Engineering management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001677441,0.0005245191,0.0002197115,0.001062665,0.003546701,0.005089544,0.001617712,0.001468553,0.01094539],"category_scores_gemma":[0.002505697,0.0002230507,0.0003589621,0.0004052263,0.001578357,0.001924485,0.006103692,0.002337489,0.002805188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001941621,"about_ca_system_score_gemma":0.003758135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005264339,"about_ca_topic_score_gemma":0.002522329,"domain_scores_codex":[0.9986011,0.0005310886,0.0000485424,0.0001923024,0.0004434717,0.0001835202],"domain_scores_gemma":[0.9984092,0.000268541,0.00009437037,0.0001398662,0.0003213095,0.0007667272],"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":[0.00004696486,0.00503066,0.005069238,0.0003746558,0.00001026766,0.001145068,0.0198801,0.0008332481,0.01245033,0.05226367,0.07836153,0.8245343],"study_design_scores_gemma":[0.00006891999,0.001107385,0.009762338,0.0007764458,0.00002468994,0.002583859,0.03605304,0.0029434,0.009996248,0.03304448,0.9035498,0.00008942741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.3504134,0.002661079,0.1238662,0.0664118,0.007356249,0.001429577,0.0001992296,0.001955897,0.4457066],"genre_scores_gemma":[0.5654675,0.003396805,0.2151784,0.01146212,0.00165021,0.00105896,0.0003174882,0.0003486923,0.2011198],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01094539,"threshold_uncertainty_score":0.03661597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619912663124721,"score_gpt":0.2453415588958154,"score_spread":0.2291424322645682,"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."}}