{"id":"W2121178563","doi":"10.24908/pceea.v0i0.3674","title":"FROM ART TO PART: A SIMULTANEOUS GEOMETRY AND DECORATION WORKFLOW","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Workflow; Point cloud; Computer science; Rapid prototyping; Software; Geometry; Surface (topology); Engineering drawing; 3D printing; Computer graphics (images); Point (geometry); Computer vision; Mechanical engineering; Engineering; Mathematics; Database","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001312296,0.001018246,0.0008255057,0.001684248,0.0009212361,0.002799914,0.001682902,0.0007888558,0.01696084],"category_scores_gemma":[0.002943438,0.000998111,0.0008972979,0.000969896,0.000636445,0.001338946,0.002430519,0.0008514561,0.01042787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007068117,"about_ca_system_score_gemma":0.001874228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003330286,"about_ca_topic_score_gemma":0.004108234,"domain_scores_codex":[0.9990512,0.00009813172,0.0000847696,0.0002140716,0.0004713014,0.00008051675],"domain_scores_gemma":[0.9979346,0.0004285978,0.00008162165,0.0009493929,0.0003998332,0.0002060078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004808751,0.0002625021,0.002635341,0.0002684021,0.00004391123,0.0008942105,0.001416385,0.01169095,0.1120264,0.009528494,0.03167748,0.829075],"study_design_scores_gemma":[0.000225032,0.0004553281,0.02008648,0.0002799647,0.0000909763,0.003734477,0.00137429,0.2112656,0.2238292,0.03436898,0.5036874,0.0006022299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01600509,0.0001298881,0.9253308,0.0002854636,0.00006895648,0.0005676803,0.001566016,0.04407518,0.01197094],"genre_scores_gemma":[0.09030364,0.0002589349,0.8825956,0.0001396123,0.0000379032,0.0004711231,0.003421031,0.005631433,0.01714071],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01696084,"threshold_uncertainty_score":0.05673963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009650625589184125,"score_gpt":0.1742125817101688,"score_spread":0.1645619561209847,"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."}}