{"id":"W2810709785","doi":"10.1145/3197517.3201328","title":"Box cutter","year":2018,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Minimum bounding box; Atlas (anatomy); Computer science; Parameterized complexity; Boundary (topology); Process (computing); Algorithm; Bounding overwatch; Engineering drawing; Artificial intelligence; Mathematics; Engineering; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001196519,0.00008641443,0.00006136305,0.0002489137,0.0002995822,0.00008010236,0.0004827402,0.00005172466,0.00007033241],"category_scores_gemma":[0.00001317581,0.0000844742,0.00006878404,0.0008687216,0.00005749694,0.0003032161,0.00000807382,0.0001223238,0.0002051485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001185628,"about_ca_system_score_gemma":0.00003552783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005154833,"about_ca_topic_score_gemma":0.00002011879,"domain_scores_codex":[0.9992457,0.0000321012,0.0001219363,0.0002438756,0.0002133549,0.0001430011],"domain_scores_gemma":[0.9991421,0.00008754113,0.00002682934,0.000553698,0.0001286635,0.00006122673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000495949,0.0007484971,0.0002097192,0.00001962781,0.0001559345,0.00001411182,0.001709498,0.003717998,0.0034128,0.2649358,0.01082786,0.7141985],"study_design_scores_gemma":[0.001852871,0.001995357,0.0108245,0.00006279018,0.00007124629,0.0001489656,0.00005200033,0.1194744,0.1283623,0.4141587,0.3216358,0.001361073],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007876594,0.00001557624,0.9865907,0.003785306,0.0007425747,0.00006543294,0.000002766939,0.0001455475,0.0007754618],"genre_scores_gemma":[0.9259154,0.0000202646,0.07019711,0.003328339,0.0001397098,0.00001248567,0.00000272133,0.000005904463,0.0003780808],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9180388,"threshold_uncertainty_score":0.3444758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02284723420775557,"score_gpt":0.2651926098493226,"score_spread":0.242345375641567,"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."}}