{"id":"W4297215773","doi":"","title":"Microstructural self-organisation in granular materials during failure","year":2015,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Materials science; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001571306,0.0001316342,0.0002574074,0.0006519812,0.0005339282,0.000842259,0.0003078173,0.0004160931,0.001906247],"category_scores_gemma":[0.0008641569,0.0002511557,0.0001421845,0.0004530877,0.001210779,0.0007187329,0.0004686376,0.0003828202,0.0002108201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003362369,"about_ca_system_score_gemma":0.0002097311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001453865,"about_ca_topic_score_gemma":0.001693573,"domain_scores_codex":[0.999905,0.000006648785,0.000004864378,0.00002023606,0.00002676835,0.00003637212],"domain_scores_gemma":[0.9995621,0.00009028739,0.0001012521,0.00005917804,0.00006839138,0.000118731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001700961,0.0005284792,0.04235869,0.000397931,0.0001299525,0.004026698,0.00255231,0.1337606,0.7653052,0.008441808,0.002971574,0.03782581],"study_design_scores_gemma":[0.0001092196,0.0006708174,0.4002825,0.0000562747,0.00007395379,0.001093889,0.003434225,0.4029209,0.1680599,0.01914096,0.003942701,0.000214793],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962774,0.0001718034,0.002398232,0.00007094065,0.00001681523,0.00000646472,0.00008567602,0.00006822329,0.0009044157],"genre_scores_gemma":[0.9995921,0.00001963315,0.0001096151,0.000006427852,0.000002720678,0.000002429846,0.00002944445,0.000008201691,0.000229422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001906247,"threshold_uncertainty_score":0.006377041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005656006471142911,"score_gpt":0.1789971696599195,"score_spread":0.1733411631887766,"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."}}