{"id":"W2002930774","doi":"10.1016/j.ijengsci.2014.02.012","title":"Three-phase model for a composite material with cylindrical circular inclusions. Part I: Application of the boundary shape perturbation method","year":2014,"lang":"en","type":"article","venue":"International Journal of Engineering Science","topic":"Composite Material Mechanics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Perturbation (astronomy); Composite number; Materials science; Geometry; Mathematics; Mathematical analysis; Mechanics; Physics; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002315415,0.000537143,0.0005975665,0.0003856031,0.0004000447,0.0005529633,0.001123371,0.001805514,0.003461614],"category_scores_gemma":[0.0004554874,0.0002816944,0.0005022723,0.0002901249,0.001007904,0.0009517315,0.0008686756,0.0009917732,0.000670006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004112976,"about_ca_system_score_gemma":0.0006592664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002167309,"about_ca_topic_score_gemma":0.001607169,"domain_scores_codex":[0.9998928,0.00003659819,0.000003325885,0.00001460864,0.0000424563,0.0000101551],"domain_scores_gemma":[0.9998808,0.00003742578,0.00002113757,0.00001501827,0.00002922191,0.00001645639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009383271,0.00008670927,0.0002918161,0.0001357349,0.0000199546,0.000349096,0.0001070192,0.7830484,0.02638273,0.1800207,0.00174472,0.007719275],"study_design_scores_gemma":[0.000008797694,0.00001268513,0.00006554219,0.000005159488,0.00000326405,0.00004352926,0.00001199433,0.9897776,0.0006656151,0.008337966,0.001061824,0.000005932834],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03389133,0.0004464919,0.9385438,0.0006837238,0.0001772699,0.000071446,0.00018577,0.0002225287,0.02577773],"genre_scores_gemma":[0.8214439,0.0008665703,0.1393311,0.0003991288,0.0001231518,0.0003039286,0.0002424272,0.0002075141,0.03708233],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003461614,"threshold_uncertainty_score":0.01158023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0098867673460705,"score_gpt":0.2632199520566713,"score_spread":0.2533331847106007,"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."}}