{"id":"W4239354298","doi":"10.1007/0-306-48394-7_34","title":"Capstone Design","year":2006,"lang":"en","type":"book-chapter","venue":"Kluwer Academic Publishers eBooks","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Capstone; Presentation (obstetrics); Medical education; Engineering; Work (physics); Engineering management; Psychology; Computer science; Medicine; Mechanical engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001762388,0.00219603,0.001027915,0.001440018,0.001599726,0.00456237,0.002469626,0.001706601,0.559959],"category_scores_gemma":[0.004855019,0.0008476462,0.0008725479,0.0009811785,0.0006283054,0.002170257,0.003402879,0.001929253,0.2753226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002103439,"about_ca_system_score_gemma":0.00224777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171793,"about_ca_topic_score_gemma":0.003059663,"domain_scores_codex":[0.998692,0.000143307,0.00006608672,0.0002432587,0.0007024852,0.0001528588],"domain_scores_gemma":[0.9967662,0.0002830049,0.00009836465,0.0004074078,0.001639121,0.0008058305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001311526,0.0001603975,0.0001293071,0.0004113971,0.000004844526,0.0001720906,0.0003328093,0.0008270053,0.003736865,0.01194341,0.7903701,0.1917807],"study_design_scores_gemma":[0.00001008631,0.00007843545,0.0001954045,0.00006014503,0.000002211754,0.0001373839,0.00007658116,0.000213029,0.0007794416,0.001525774,0.9969112,0.00001038137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00356072,0.002903926,0.06827012,0.003983488,0.01051146,0.002494598,0.002580941,0.008747079,0.8969477],"genre_scores_gemma":[0.00709874,0.001805542,0.02285686,0.00109181,0.0007516711,0.001059696,0.001701262,0.001012518,0.9626219],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.559959,"threshold_uncertainty_score":0.627665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03052129067201883,"score_gpt":0.2333237615790861,"score_spread":0.2028024709070673,"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."}}