{"id":"W2074267772","doi":"10.2495/dne-v5-n3-254-267","title":"Few large and many small: Hierarchy in movement on earth","year":2010,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Constructal law; Movement (music); Energetics; Effi; Scale (ratio); Hierarchy; Kilogram; Environmental science; Geography; Computer science; Physics; Mechanics; Body weight","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006099322,0.0001876915,0.0003031207,0.0009231982,0.001678444,0.002140073,0.0005247854,0.0008009861,0.005022942],"category_scores_gemma":[0.002712726,0.0002382732,0.0003078156,0.0006305571,0.008454733,0.004352428,0.001947765,0.001109975,0.0005373097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016278,"about_ca_system_score_gemma":0.0008209973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006736641,"about_ca_topic_score_gemma":0.007158819,"domain_scores_codex":[0.9993101,0.0001683462,0.00002774946,0.0001871881,0.0001789551,0.0001276775],"domain_scores_gemma":[0.9987944,0.0004688633,0.0001331015,0.0001883416,0.0001539502,0.0002612541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002370221,0.00001150536,0.002728829,0.00005222103,0.000008223647,0.0000720508,0.00129751,0.00198941,0.001061783,0.9747489,0.001597152,0.01640874],"study_design_scores_gemma":[0.00001620501,0.00003159857,0.008275181,0.00002342491,0.000009383051,0.0001063004,0.0004640695,0.005206291,0.0001724327,0.9674503,0.01822509,0.00001964113],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4398421,0.006481338,0.1804409,0.01638687,0.0003447079,0.00008640127,0.0004920783,0.0004403322,0.3554852],"genre_scores_gemma":[0.9758626,0.000848638,0.01415325,0.0005121884,0.00011372,0.0000440115,0.00008546713,0.00005110742,0.008329054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006736641,"threshold_uncertainty_score":0.01680344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006180282887544132,"score_gpt":0.2514941461427579,"score_spread":0.2453138632552138,"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."}}