{"id":"W182072435","doi":"10.18260/1-2--1299","title":"Practitioner Driven Senior Design Capstone Course","year":2020,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capstone; Coursework; Deliverable; Quarter (Canadian coin); Engineering management; Engineering; Work (physics); Medical education; Computer science; Medicine; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002093702,0.001151035,0.0005122991,0.00122955,0.001701546,0.002944457,0.001633648,0.001481024,0.2618627],"category_scores_gemma":[0.00273019,0.0006629532,0.0004726762,0.0008037083,0.0003972529,0.0008271048,0.002656844,0.00259681,0.1472792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002026032,"about_ca_system_score_gemma":0.005462952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009503483,"about_ca_topic_score_gemma":0.005055228,"domain_scores_codex":[0.9990139,0.00007873893,0.00003752745,0.0001742344,0.000476292,0.0002193878],"domain_scores_gemma":[0.9941506,0.0001488882,0.0001177061,0.000214498,0.001740478,0.00362783],"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":[0.0007515389,0.006190766,0.003124259,0.0005669766,0.00001617742,0.0008007493,0.0008896677,0.002209777,0.02261407,0.007473357,0.6604193,0.2949433],"study_design_scores_gemma":[0.0002431758,0.003117132,0.01170695,0.0002443524,0.00001231513,0.0008555981,0.001031939,0.002450917,0.006821756,0.007525133,0.9659244,0.00006638883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1521,0.001463716,0.06071942,0.01609443,0.01074367,0.00820273,0.009013034,0.009364578,0.7322985],"genre_scores_gemma":[0.07789097,0.001020147,0.03095514,0.005430519,0.000818316,0.001629754,0.003382426,0.0007252125,0.8781474],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2618627,"threshold_uncertainty_score":0.8760179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03565542303599521,"score_gpt":0.2720341780819723,"score_spread":0.2363787550459771,"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."}}