{"id":"W2093716565","doi":"10.1209/0295-5075/93/34002","title":"Fractal-like dependence in the designs of efficient pressure-bearing structures","year":2011,"lang":"en","type":"article","venue":"Europhysics Letters (EPL)","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jet Propulsion Laboratory; University of Manitoba; National Science Foundation","keywords":"Scaling; Fractal; Fractal dimension; Limit (mathematics); Hydrostatic pressure; Hydrostatic equilibrium; Cylinder; Geometry; Mathematics; Hausdorff dimension; Statistical physics; Range (aeronautics); Hausdorff space; Mathematical analysis; Mechanics; Physics; Materials science; Pure mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009198356,0.0001399403,0.0001341785,0.00003734136,0.00008465967,0.00002646036,0.0004527467,0.0000188784,0.00006338198],"category_scores_gemma":[0.000001365232,0.0001095959,0.00008021438,0.0002016284,0.00009417097,0.00005389336,0.00007349133,0.0002263897,0.00001148711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005968875,"about_ca_system_score_gemma":0.00001321408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004311138,"about_ca_topic_score_gemma":9.668514e-7,"domain_scores_codex":[0.9991661,0.00005269111,0.0001960513,0.000220405,0.0001548541,0.0002099026],"domain_scores_gemma":[0.9993578,0.00003982859,0.0001232391,0.000430679,0.00002409134,0.00002434012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002085434,0.0003983238,0.00847812,0.0000349033,0.00006306366,0.00000610533,0.005877673,0.003075654,0.8259179,0.1508044,0.001302461,0.004020574],"study_design_scores_gemma":[0.0007354016,0.0001696378,0.05707996,0.0001050755,0.0001637694,0.000003282441,0.0007745707,0.003231857,0.9089405,0.01991082,0.007992407,0.0008927478],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8977056,0.0000200571,0.09726445,0.0001138467,0.00005425354,0.0003429625,0.00002268377,0.00003050827,0.0044456],"genre_scores_gemma":[0.9964923,6.850443e-7,0.002949018,0.0003985751,0.00007192735,0.00003478236,0.000007154779,0.0000197416,0.00002584577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1308935,"threshold_uncertainty_score":0.4469192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339425936614557,"score_gpt":0.2478192827081463,"score_spread":0.2244250233420008,"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."}}