{"id":"W7005292418","doi":"","title":"Programming in the model: A new perspective on scripting in CAD systems","year":2014,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Scripting language; Perspective (graphical); Notation; Interface (matter); Learning curve; Focus (optics); User interface; Domain (mathematical analysis)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001368402,0.0002704069,0.0002625483,0.0007119465,0.00007205048,0.00009420041,0.0003604809,0.0002724943,0.000005547312],"category_scores_gemma":[0.00002407221,0.0002659928,0.00006317726,0.0005548808,0.000009466299,0.0001748221,0.00001175261,0.0005771078,0.000007730494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004802347,"about_ca_system_score_gemma":0.00006634237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001893498,"about_ca_topic_score_gemma":0.1061921,"domain_scores_codex":[0.9989494,0.00005091674,0.0001810923,0.0003140679,0.0002194497,0.0002850805],"domain_scores_gemma":[0.9995647,0.00004082292,0.00007894042,0.0002120706,0.0000512087,0.00005225278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004917573,0.0000249964,0.001557098,0.0002974505,0.00001898087,0.0000375641,0.001102133,0.9911718,3.478622e-7,0.00334061,0.0007616958,0.001638163],"study_design_scores_gemma":[0.001521413,0.00008900075,0.000478508,0.001573168,0.00009919537,1.145205e-8,0.2159685,0.7455578,0.0001868495,0.00027636,0.03325659,0.0009925431],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7287036,0.001811562,0.02014622,0.0001688605,0.00209361,0.003199328,0.0000333904,0.000991864,0.2428515],"genre_scores_gemma":[0.9952757,0.00009945544,0.0001946281,0.00001653259,0.00007835727,0.000005483656,0.0001394028,0.00005089372,0.004139506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2665721,"threshold_uncertainty_score":0.9999792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109799027678591,"score_gpt":0.2099615617966998,"score_spread":0.1988635715199139,"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."}}