{"id":"W2896520265","doi":"10.1007/s11440-018-0733-7","title":"Micromechanical analysis of cyclic and asymptotic behaviors of a granular backfill","year":2018,"lang":"en","type":"article","venue":"Acta Geotechnica","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Granular material; Solid mechanics; Mechanics; Monotonic function; Anisotropy; Materials science; Stress (linguistics); Stiffness; Structural engineering; Physics; Mathematics; Mathematical analysis; Engineering; 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":[0.0001315653,0.0001819725,0.00048801,0.0003722807,0.00002896414,0.000009074794,0.0002433239,0.0002343442,0.00006296175],"category_scores_gemma":[0.00005911999,0.0001739653,0.0001730664,0.0008665921,0.0001736935,0.00004989751,0.00007326405,0.0001961813,0.000001555302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001947387,"about_ca_system_score_gemma":0.000008691927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006054371,"about_ca_topic_score_gemma":0.00001521001,"domain_scores_codex":[0.9989628,0.00001364699,0.0003975523,0.0002105111,0.0001718092,0.0002436999],"domain_scores_gemma":[0.9992388,0.00007254348,0.00005984461,0.0004801234,0.00006064254,0.00008799691],"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":[0.00001498322,0.00006422641,0.0002758163,0.0001336246,0.0007515604,0.000003502505,0.00009609666,0.01475368,0.9792212,0.001771403,0.0002843653,0.002629554],"study_design_scores_gemma":[0.002262755,0.00167268,0.2529041,0.0003332889,0.009604107,0.0001138191,0.0001450493,0.3541568,0.3547737,0.005340424,0.01610082,0.002592472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883396,0.0002087214,0.01066328,0.00005599759,0.00007863464,0.0001031052,0.00003001121,0.0002621037,0.0002585703],"genre_scores_gemma":[0.9981063,0.00009345423,0.001714974,0.0000135328,0.00001832308,0.000005810533,0.00000862833,0.00002640065,0.00001256718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6244475,"threshold_uncertainty_score":0.7094098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004461855388808784,"score_gpt":0.2034951177878401,"score_spread":0.1990332623990314,"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."}}