{"id":"W2734601199","doi":"10.1002/9781118729588.ch2","title":"Elastostatics of Lattice Materials","year":2017,"lang":"en","type":"other","venue":"","topic":"Composite Material Mechanics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Homogenization (climate); Representative elementary volume; Closeness; Lattice (music); Mathematics; Statistical physics; Finite element method; Mathematical analysis; Physics; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003410968,0.0001424674,0.0002756642,0.00007408922,0.000006533215,0.00002526692,0.0002029503,0.0001471103,0.005330445],"category_scores_gemma":[0.000008272319,0.000139257,0.00001983792,0.00001153215,0.00001098406,0.00001254702,0.0000471917,0.00003400889,0.0002010209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001060386,"about_ca_system_score_gemma":0.000005442887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000614242,"about_ca_topic_score_gemma":0.00003572541,"domain_scores_codex":[0.9996237,0.000006690248,0.0001203356,0.00007204951,0.00007506902,0.0001022008],"domain_scores_gemma":[0.9994724,0.000008991475,0.00007624635,0.0004107127,0.000008605593,0.00002306736],"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":[0.000004111973,0.000009627111,3.994504e-7,0.001460022,0.0001395054,0.000006664771,0.00002686371,0.00003147917,0.2197119,0.003660162,0.7733847,0.001564536],"study_design_scores_gemma":[0.000108415,0.00001467463,0.00000106311,0.000318137,0.00003801989,0.000002234576,0.000001695194,0.0001719272,0.2003842,0.0001158358,0.7986351,0.0002086378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003079987,0.000143501,0.002698859,0.000002760753,0.002681247,0.0001462237,0.0002042714,0.0004744054,0.9933407],"genre_scores_gemma":[0.004691669,0.0002416203,0.01282825,0.000007861889,0.0004006979,0.000007997214,0.00003941184,0.0009210119,0.9808615],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02525039,"threshold_uncertainty_score":0.9955788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008469788160573654,"score_gpt":0.2153708663225544,"score_spread":0.2069010781619808,"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."}}