{"id":"W2469111675","doi":"","title":"Evolution of Technical Writing in Senior Design--A Case History.","year":2010,"lang":"en","type":"article","venue":"AEE Journal","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Component (thermodynamics); Plan (archaeology); Engineering; Agency (philosophy); Technical writing; Work (physics); Engineering management; Engine department; Engineering ethics; Management; Sociology; Higher education; Mechanical engineering; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003370273,0.00006144196,0.00008089578,0.0001413914,0.0000175209,0.000006875898,0.00005874528,0.00005918766,0.0001397014],"category_scores_gemma":[0.00005382433,0.00006183509,0.00002577574,0.00009525059,0.00001153689,0.00007089844,0.000006066834,0.0004243475,0.000006613062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004263701,"about_ca_system_score_gemma":0.00007564572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008551771,"about_ca_topic_score_gemma":0.0000359652,"domain_scores_codex":[0.9994887,0.00001051675,0.0002463678,0.00004552449,0.00008668854,0.0001222209],"domain_scores_gemma":[0.9997776,0.00002703052,0.00003004934,0.00006710484,0.00003534581,0.00006282905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001512435,0.0003554802,0.02750808,0.0002412186,0.00006211391,0.001699631,0.003403029,0.1261703,0.7484204,0.002455847,0.06573337,0.02393539],"study_design_scores_gemma":[0.004446103,0.0002469002,0.4710554,0.0009204732,0.0001074017,0.1757213,0.00352205,0.21711,0.03410942,0.001106287,0.08912814,0.002526509],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631218,0.0003897081,0.03365665,0.00004148889,0.001547702,0.00005561129,3.272858e-7,0.00007483331,0.001111833],"genre_scores_gemma":[0.9775518,0.00001186162,0.02227296,0.000004822062,0.0001063699,0.000004414254,2.204159e-7,0.00001140142,0.00003618435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.714311,"threshold_uncertainty_score":0.2521562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008972637462039983,"score_gpt":0.2149319987261102,"score_spread":0.2059593612640702,"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."}}