{"id":"W4323968278","doi":"10.1007/978-3-031-23313-5","title":"Continuum Micromechanics","year":2023,"lang":"en","type":"book","venue":"Springer geophysics","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Micromechanics; MATLAB; Computer science; Computational science; Programming language; Algorithm","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001304696,0.0004595987,0.0006546095,0.00008955488,0.00004251356,0.00008702761,0.0004340444,0.0004533557,0.00003018154],"category_scores_gemma":[0.000007146937,0.0005066649,0.0003294562,0.00009150119,0.00001579059,0.00004877607,0.0001289825,0.0007010324,0.003997366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002847859,"about_ca_system_score_gemma":0.00008422425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001626437,"about_ca_topic_score_gemma":0.00009499838,"domain_scores_codex":[0.9984421,0.000009082343,0.0003994206,0.0003476596,0.0003182493,0.000483489],"domain_scores_gemma":[0.99908,0.00006081066,0.0000930226,0.0005758336,0.00006221723,0.0001281242],"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":[0.00002898078,0.0000964319,0.000004942944,0.003344091,0.003124325,0.0004515788,0.0001914765,0.001910549,0.03121197,0.3905939,0.5132202,0.05582158],"study_design_scores_gemma":[0.0004858068,0.00005508654,0.00002937554,0.0004806811,0.0001662293,0.000003544687,0.000005586834,0.02576722,0.00013633,0.1298957,0.841698,0.001276405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001371888,0.001724354,0.0097718,0.00007159413,0.02009471,0.001259207,0.0003593924,0.005472031,0.959875],"genre_scores_gemma":[0.004088715,0.000198278,0.00007859869,0.0000536904,0.001458578,0.00004851638,0.0001286665,0.0004323073,0.9935126],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3284778,"threshold_uncertainty_score":0.9997385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005952511269513336,"score_gpt":0.1738921640942876,"score_spread":0.1679396528247742,"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."}}