{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000429413,0.0001105842,0.00008877362,0.0001696689,0.00005495978,0.00001598916,0.000239224,0.00008300934,0.0001927339],"category_scores_gemma":[0.000008489134,0.0001078105,0.00007077568,0.0001923953,0.00003208334,0.00005905083,0.000003704197,0.0003400736,0.0003991703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001401544,"about_ca_system_score_gemma":0.000003033132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004210425,"about_ca_topic_score_gemma":0.000005192151,"domain_scores_codex":[0.9995306,0.000006359799,0.00008552733,0.0001280778,0.00008966021,0.0001598231],"domain_scores_gemma":[0.9993523,0.0000865206,0.000009242793,0.0005146489,0.00001366327,0.00002366945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000352594,0.0002385896,0.001575544,0.0003300695,0.00059244,0.00001290891,0.0005992053,0.09989394,0.003595189,0.01020442,0.00457615,0.8783463],"study_design_scores_gemma":[0.001606377,0.0004655416,0.04114519,0.0002602865,0.0001264359,0.00003405142,0.0006034215,0.01887614,0.6047497,0.06237807,0.2676207,0.002134063],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8731575,0.00004464088,0.1155983,0.0004236979,0.0007743792,0.0001596663,0.00002346298,0.003303875,0.006514413],"genre_scores_gemma":[0.9979553,0.0001430544,0.001548416,0.00007746469,0.00001170991,0.000014065,0.000002121454,0.00002471031,0.0002231718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8762122,"threshold_uncertainty_score":0.5130659,"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."}}