{"id":"W3159237914","doi":"10.3390/sym13050892","title":"Material Geometry of Binary Composites","year":2021,"lang":"en","type":"preprint","venue":"Symmetry","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Homogeneity (statistics); Binary number; Continuum mechanics; Composite material; Mathematics; Materials science; Geometry; Compatibility (geochemistry); Characterization (materials science); Classical mechanics; Physics; Nanotechnology; Arithmetic","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":[0.00009979158,0.0002064121,0.0001989537,0.0006185609,0.0004229245,0.0007540865,0.0002010948,0.0002931665,0.002720794],"category_scores_gemma":[0.0002052833,0.0001405546,0.00008274407,0.0001953021,0.0006574481,0.0004035325,0.0004672648,0.0002549746,0.0004720739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002949132,"about_ca_system_score_gemma":0.000121698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003928559,"about_ca_topic_score_gemma":0.0003268515,"domain_scores_codex":[0.9998615,0.00002347228,0.000005054364,0.00004100684,0.00005654687,0.00001251893],"domain_scores_gemma":[0.9999319,0.00001227553,0.00001542356,0.000009433092,0.00001425212,0.00001666381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000698411,0.00001872898,0.0003727553,0.00008557013,0.000003979352,0.0002682016,0.0001723642,0.01191789,0.07338896,0.9016985,0.001130013,0.0108732],"study_design_scores_gemma":[0.000058444,0.0002360475,0.008458316,0.00004122501,0.0000194795,0.004146842,0.0006049064,0.1812696,0.05945402,0.6934232,0.05221814,0.00006978919],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6059546,0.001246681,0.1846538,0.0005445901,0.0001837075,0.00005754311,0.0004080785,0.0002571352,0.2066939],"genre_scores_gemma":[0.9778136,0.0002466018,0.01300769,0.00005630344,0.00003575883,0.00002489676,0.0001242715,0.00004754061,0.008643339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002720794,"threshold_uncertainty_score":0.009101987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009784045206695196,"score_gpt":0.2395133833212718,"score_spread":0.2297293381145766,"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."}}