{"id":"W4229787948","doi":"10.1023/b:elas.0000005585.07342.a5","title":"Continuous Distributions of Dislocations in Bodies with Microstructure","year":2003,"lang":"en","type":"article","venue":"Journal of Elasticity","topic":"High Temperature Alloys and Creep","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Microstructure; Bundle; Fiber bundle; Materials science; Geometry; Mathematics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006749437,0.00006902494,0.000178234,0.00005661907,0.00002302599,0.00001062872,0.00005830487,0.0000406789,0.0000245311],"category_scores_gemma":[0.00008320614,0.00004930966,0.00003612298,0.0001208512,0.00004065364,0.00006988025,0.00000296556,0.0002011056,6.020803e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003013466,"about_ca_system_score_gemma":0.00003223848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003083355,"about_ca_topic_score_gemma":0.00008057663,"domain_scores_codex":[0.9995221,0.00001583406,0.0002419499,0.00003453643,0.00008664868,0.00009889138],"domain_scores_gemma":[0.9996691,0.00004743878,0.00006680384,0.00005909243,0.0001173881,0.00004014453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002331157,0.0009132874,0.3390544,0.000359776,0.0008459995,0.0002306508,0.003984848,0.2490795,0.3319761,0.06339701,0.009111173,0.0008141313],"study_design_scores_gemma":[0.003711856,0.0006954139,0.8824325,0.0006359026,0.0002618418,0.0007654007,0.0009499325,0.0008213645,0.08983216,0.002433029,0.01688986,0.0005707621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792159,0.0004083981,0.01935698,0.00003621931,0.000120165,0.00003599902,0.00002854407,0.000007311362,0.0007904372],"genre_scores_gemma":[0.9985317,0.00002397515,0.001390363,0.00000454099,0.0000246207,6.983052e-7,0.000001412069,0.000006199382,0.0000164706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5433781,"threshold_uncertainty_score":0.201079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002842814924024995,"score_gpt":0.1810740368658306,"score_spread":0.1782312219418056,"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."}}