{"id":"W4323968020","doi":"10.1007/978-3-031-23313-5_11","title":"Viscous Inclusions in Anisotropic Materials","year":2023,"lang":"en","type":"book-chapter","venue":"Springer geophysics","topic":"Composite Material Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Anisotropy; Materials science; Geology; Composite material; Physics; Optics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006992108,0.0004637048,0.0005686242,0.0002219064,0.00005100482,0.00007952992,0.0003371153,0.000325339,0.0002972459],"category_scores_gemma":[0.000005379251,0.0005531858,0.0000945882,0.00006748387,0.00002196897,0.00006880458,0.0005386095,0.0003793936,0.002610213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002224867,"about_ca_system_score_gemma":0.00003216868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009726601,"about_ca_topic_score_gemma":0.0001463437,"domain_scores_codex":[0.9985824,0.000008671258,0.0004313084,0.0003396233,0.0002532129,0.0003847459],"domain_scores_gemma":[0.9992086,0.00003438236,0.00007099948,0.0005840883,0.00003059845,0.000071371],"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":[0.00002748945,0.00003446523,0.000004650294,0.0008511764,0.0002110144,0.0004873853,0.000315692,0.002436323,0.4809126,0.5090747,0.0007582994,0.004886184],"study_design_scores_gemma":[0.002133179,0.000342072,0.002042643,0.004464937,0.0004361772,0.00003148335,0.00002820691,0.003499903,0.1047506,0.6959862,0.1792355,0.007049129],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4120891,0.000537927,0.0007618758,0.0001264718,0.03387856,0.002769381,0.001052355,0.007256894,0.5415275],"genre_scores_gemma":[0.710261,0.001564445,0.001104629,0.0001265149,0.003658051,0.0001595431,0.0005128911,0.00216571,0.2804472],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.376162,"threshold_uncertainty_score":0.999692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152915414144735,"score_gpt":0.2010331707746258,"score_spread":0.1895040166331785,"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."}}