{"id":"W2957764147","doi":"10.1145/3306346.3323022","title":"CurviSlicer","year":2019,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Chinese University of Hong Kong; Agence Nationale de la Recherche; National Science Foundation","keywords":"Slicing; Fabrication; Planar; Fused filament fabrication; Surface (topology); Solver; Stacking; Deposition (geology); Computer science; Focus (optics); Regular polygon; Plane (geometry); Deformation (meteorology); Geometry; Materials science; Computational science; Computer graphics (images); Composite material; Optics; 3D printing; Mathematics; Geology; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002990353,0.000981149,0.0005963368,0.0005588881,0.0006646176,0.001796059,0.001516655,0.0009982465,0.06647906],"category_scores_gemma":[0.001101955,0.000523574,0.001019023,0.0006460613,0.0004947706,0.001294434,0.001851262,0.0011758,0.01787759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006846694,"about_ca_system_score_gemma":0.001082281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003126713,"about_ca_topic_score_gemma":0.006245972,"domain_scores_codex":[0.9996239,0.00002447311,0.00002051489,0.0001042484,0.000181068,0.00004587255],"domain_scores_gemma":[0.9996231,0.00006432543,0.00003188412,0.0001455164,0.00009793445,0.000037239],"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":[0.0004380504,0.0001490329,0.002995587,0.0006009581,0.00006721906,0.0003854737,0.0002876067,0.1537046,0.04168297,0.1250418,0.1190177,0.5556291],"study_design_scores_gemma":[0.00007636733,0.0001152707,0.0007775907,0.0000687566,0.00002333668,0.0004277655,0.00007851051,0.6028091,0.02852608,0.02655908,0.3404665,0.00007165637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01458724,0.0003602673,0.865513,0.0004766381,0.0003314305,0.0001786943,0.003976231,0.04080197,0.07377452],"genre_scores_gemma":[0.218441,0.0006321823,0.6689054,0.0004026612,0.00006748115,0.0003919535,0.0113579,0.01237803,0.08742338],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.06647906,"threshold_uncertainty_score":0.2223946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353868047615412,"score_gpt":0.2162492418169155,"score_spread":0.2027105613407613,"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."}}