{"id":"W7062370363","doi":"","title":"Using Language Learning Methods to Teach Computer-Aided Design
\\nReview of Nancy Cheng (1997). Teaching CAD with Language Learning Methods. In J.P. Jordan, B. Meinhert & A. Harfmann (Eds.), Acadia '97 (pp. 173-188), Cincinnati, OH: University of Cincinnati","year":2005,"lang":"en","type":"article","venue":"London Met Repository (London Metropolitan University)","topic":"Thermal Analysis in Power Transmission","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CAD; Computer Aided Design; Metropolitan area; Quarter (Canadian coin); Software","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002980798,0.0007466506,0.001660685,0.001868724,0.0004553759,0.00005032277,0.00103718,0.0003588441,0.00009719884],"category_scores_gemma":[0.0002552647,0.0008036559,0.0004583196,0.002379031,0.0001921166,0.0007310158,0.0002939888,0.001855827,0.00001007162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001822812,"about_ca_system_score_gemma":0.0001311137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004080886,"about_ca_topic_score_gemma":0.0004130524,"domain_scores_codex":[0.9917407,0.004866489,0.0009549695,0.0009183071,0.0006584572,0.0008610671],"domain_scores_gemma":[0.997021,0.0008389273,0.0006342098,0.0008104225,0.000251478,0.0004439717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004048626,0.0002275595,0.004366396,0.0007894217,0.0008805907,0.0005994184,0.01153397,0.2938812,0.6162798,0.0004564784,0.00004410881,0.07053626],"study_design_scores_gemma":[0.007465565,0.001440525,0.002602728,0.004244501,0.003915459,0.0003368743,0.02733949,0.1714642,0.6693044,0.00002838122,0.1078335,0.004024362],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4194353,0.009445203,0.5683386,0.00001975108,0.0001249969,0.0004474648,0.00000877538,0.0002634385,0.001916452],"genre_scores_gemma":[0.3724585,0.0003547361,0.6246201,0.00001866949,0.00008885515,8.688672e-7,0.00002008305,0.0001122095,0.002326002],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.122417,"threshold_uncertainty_score":0.9994414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957124606766579,"score_gpt":0.2919968996168783,"score_spread":0.2724256535492125,"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."}}