{"id":"W6926494032","doi":"10.24433/co.3877447.v1","title":"LattGen: A TPMS Generation Tool","year":2024,"lang":"en","type":"other","venue":"Code Ocean","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"MATLAB; Code (set theory); Program code; Software; Code generation; User interface","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":[0.0005358372,0.001246758,0.0005425717,0.001092689,0.0005043244,0.001251762,0.002262274,0.001104531,0.1091404],"category_scores_gemma":[0.002927638,0.0007978244,0.001022882,0.0007487715,0.0003531897,0.001267383,0.001676705,0.001305191,0.02825749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004514578,"about_ca_system_score_gemma":0.0007441236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001504301,"about_ca_topic_score_gemma":0.00246899,"domain_scores_codex":[0.9997033,0.00003391676,0.0000277041,0.0000530992,0.0001498187,0.00003221459],"domain_scores_gemma":[0.9993199,0.0003176661,0.0000402298,0.0000920612,0.0001990106,0.00003109622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003318746,0.00008892374,0.001954715,0.002270476,0.0001304495,0.00105339,0.0004490768,0.1041491,0.02927518,0.0470749,0.5084206,0.3048013],"study_design_scores_gemma":[0.0002072564,0.00006274502,0.0006269065,0.0002904863,0.00004884793,0.0006640908,0.0001375162,0.3648438,0.04951335,0.03807992,0.5454206,0.0001043808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.003776937,0.0002489037,0.8052505,0.0001910757,0.0002670044,0.0001558218,0.01413175,0.1517693,0.02420885],"genre_scores_gemma":[0.08769079,0.000825057,0.7157316,0.0005545202,0.0001192795,0.001542825,0.05481792,0.1028446,0.03587345],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1091404,"threshold_uncertainty_score":0.365111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02544846501790867,"score_gpt":0.2654892491894974,"score_spread":0.2400407841715887,"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."}}