{"id":"W1983228020","doi":"10.2514/6.2010-9014","title":"What Would Industry Like to See Covered in the Capstone Design Course?","year":2010,"lang":"en","type":"article","venue":"10th AIAA Aviation Technology, Integration, and Operations (ATIO) Conference","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Course (navigation); Capstone; Engineering; Computer science; Manufacturing engineering; Engineering management; Software engineering; Computer security; Aerospace engineering","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":[0.002611518,0.001628323,0.001200008,0.001323331,0.003695698,0.009014676,0.002146854,0.005818156,0.2331357],"category_scores_gemma":[0.008006508,0.0005532206,0.001016535,0.001285198,0.0008734792,0.004528367,0.004112042,0.005570392,0.1637563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004392956,"about_ca_system_score_gemma":0.004343926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002519183,"about_ca_topic_score_gemma":0.003965182,"domain_scores_codex":[0.9973038,0.0003502172,0.00009926636,0.0003470217,0.00108603,0.0008135553],"domain_scores_gemma":[0.9836764,0.0003581471,0.0005251797,0.0001760315,0.003621083,0.01164317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008819806,0.0006360546,0.001871447,0.0002540074,0.000004386468,0.0002486143,0.0003237092,0.000139241,0.0008373699,0.001847517,0.9024625,0.09128698],"study_design_scores_gemma":[0.00006364584,0.0007320245,0.009542612,0.0007533846,0.00001075094,0.0006044299,0.003905842,0.0004559597,0.0007004673,0.002986466,0.9801474,0.00009692779],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03429317,0.01088336,0.009574357,0.4350733,0.08789674,0.001928256,0.003380236,0.004943335,0.4120274],"genre_scores_gemma":[0.0829657,0.009295156,0.01172515,0.1642811,0.01277978,0.001896312,0.003987235,0.001046883,0.7120228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2331357,"threshold_uncertainty_score":0.7799167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02038792401659983,"score_gpt":0.2829557479998682,"score_spread":0.2625678239832684,"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."}}