{"id":"W4394568412","doi":"10.1103/physrevresearch.6.l022008","title":"Failure of an effective stress approach in polydisperse wet granular materials","year":2024,"lang":"en","type":"article","venue":"Physical Review Research","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Alliance de recherche numérique du Canada; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Granular material; Discrete element method; Stress (linguistics); Relevance (law); Materials science; Geotechnical engineering; Mechanics; Statistical physics; Composite material; Geology; Physics; Philosophy; Law","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":[0.0004841618,0.0004329636,0.0005637847,0.0005077529,0.0003538035,0.000745361,0.001266542,0.0008522762,0.001099546],"category_scores_gemma":[0.0009078741,0.0002199374,0.0004558731,0.0002452483,0.001695892,0.001563205,0.0009152885,0.0008014388,0.0002165275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003917534,"about_ca_system_score_gemma":0.0003317546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005261292,"about_ca_topic_score_gemma":0.0003331098,"domain_scores_codex":[0.9998086,0.00004498666,0.00001111151,0.00003042681,0.00008002626,0.00002491717],"domain_scores_gemma":[0.9996563,0.0001489532,0.0000431135,0.0000827819,0.00004309821,0.00002570227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008688268,0.00005900704,0.0005794839,0.000239872,0.0000474572,0.000571109,0.0001431321,0.2619828,0.01734884,0.6814573,0.001546432,0.03593769],"study_design_scores_gemma":[0.00001880801,0.00006004493,0.0004855314,0.00001497086,0.000005790388,0.0001150675,0.00002400013,0.7676805,0.001965446,0.2275269,0.002081652,0.00002125373],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2413986,0.003186909,0.7143378,0.001497984,0.0004980091,0.0001156761,0.0001787714,0.0003898799,0.03839649],"genre_scores_gemma":[0.9645866,0.001548659,0.02832683,0.0002280148,0.0001779636,0.0001198617,0.00008187525,0.0001108703,0.004819298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001266542,"threshold_uncertainty_score":0.003678381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019242145572541,"score_gpt":0.3613247423134366,"score_spread":0.3411323208577112,"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."}}