{"id":"W4398164972","doi":"10.1016/j.simpa.2024.100665","title":"LattGen: A TPMS lattice generation tool","year":2024,"lang":"de","type":"article","venue":"Software Impacts","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Computer science; Ranging; Software; Lattice (music); Engineering drawing; Topology (electrical circuits); Computational science; Engineering; Operating system; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006591731,0.0009929294,0.0004831198,0.001044831,0.0004518347,0.001286277,0.001789883,0.0009146429,0.03276096],"category_scores_gemma":[0.002120512,0.0006789717,0.0009818503,0.000584488,0.0005409136,0.001140801,0.001350229,0.00122199,0.00813828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004596598,"about_ca_system_score_gemma":0.000705416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009181935,"about_ca_topic_score_gemma":0.001739473,"domain_scores_codex":[0.9994702,0.00006044093,0.00003422147,0.00007442079,0.0003170604,0.00004375515],"domain_scores_gemma":[0.99941,0.0003280512,0.00004658932,0.00008523463,0.0001005765,0.00002959275],"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":[0.0005070215,0.0001989171,0.002353723,0.001670241,0.0001536995,0.001210701,0.0006209112,0.100785,0.07305135,0.08623359,0.1303354,0.6028795],"study_design_scores_gemma":[0.0002691186,0.0001670633,0.0005776028,0.00018544,0.00005694746,0.0009955408,0.0001244138,0.5539451,0.09325185,0.0572916,0.2930095,0.0001259428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.005641452,0.0002655958,0.8806305,0.0001055511,0.0001046958,0.0001028495,0.001747309,0.09795993,0.01344206],"genre_scores_gemma":[0.1263706,0.0006196841,0.8156715,0.000298241,0.00004955253,0.0008496896,0.00916257,0.0268853,0.02009286],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.03276096,"threshold_uncertainty_score":0.1095963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396633817100921,"score_gpt":0.2546810080761637,"score_spread":0.2307146699051545,"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."}}