{"id":"W2044033421","doi":"10.1007/s10665-014-9779-1","title":"Bridged defects in continuously and discretely reinforced solids","year":2015,"lang":"en","type":"article","venue":"Journal of Engineering Mathematics","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Mathematics; Mechanics; Materials science; Geometry; Physics","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":[0.0004273313,0.0002881731,0.0005016259,0.001191713,0.0005350298,0.001391561,0.001100622,0.001340038,0.002807474],"category_scores_gemma":[0.001681588,0.0003668474,0.0003158998,0.00033644,0.002053315,0.001556732,0.001071839,0.0008587107,0.0002489029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004549775,"about_ca_system_score_gemma":0.0002996686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009384351,"about_ca_topic_score_gemma":0.000970521,"domain_scores_codex":[0.9998234,0.00002928434,0.0000109816,0.00002894656,0.00006851517,0.00003892957],"domain_scores_gemma":[0.9991202,0.0003581711,0.0001944831,0.0000801544,0.0001026189,0.0001443248],"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":[0.0003456521,0.0002869722,0.003245837,0.00009495521,0.00002299881,0.0005853646,0.0004008643,0.06883543,0.02067642,0.8901303,0.001059718,0.01431555],"study_design_scores_gemma":[0.0001224653,0.0001813107,0.003444455,0.00002912538,0.00001559279,0.0004636306,0.0004502608,0.5080086,0.004686184,0.4811132,0.001422434,0.00006270639],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706354,0.0004764221,0.02167793,0.0003150553,0.0001083746,0.00001291639,0.00004382796,0.00005053028,0.006679424],"genre_scores_gemma":[0.9939287,0.0001272261,0.002188629,0.0000255333,0.0000334641,0.000009013348,0.00003405098,0.00001679578,0.003636641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002807474,"threshold_uncertainty_score":0.009391904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842598090896786,"score_gpt":0.2267839908336004,"score_spread":0.2083580099246325,"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."}}