{"id":"W4397031791","doi":"10.1016/j.ijmecsci.2024.109391","title":"A continuum model for granular materials exhibiting a smooth transition between inelastic flow and elastic jamming","year":2024,"lang":"en","type":"article","venue":"International Journal of Mechanical Sciences","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Jamming; Granular material; Materials science; Mechanics; Statistical physics; Classical mechanics; Physics; Condensed matter physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002719142,0.0005986656,0.0007265855,0.0007743816,0.0006214867,0.001237955,0.001864797,0.001661798,0.002182222],"category_scores_gemma":[0.0005691081,0.0003926965,0.0007826355,0.0006991782,0.001111979,0.00120068,0.0009332925,0.001129368,0.0005534081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000771809,"about_ca_system_score_gemma":0.0007620281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002710763,"about_ca_topic_score_gemma":0.001747131,"domain_scores_codex":[0.9998124,0.0000405474,0.00001241453,0.00004079824,0.0000669387,0.00002681983],"domain_scores_gemma":[0.9997463,0.00008682913,0.00004130439,0.00003052766,0.00004703705,0.0000479132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003072468,0.0001108619,0.0004859756,0.00008174789,0.00001512969,0.000299565,0.00008555911,0.828858,0.009481872,0.1551163,0.001045106,0.004389143],"study_design_scores_gemma":[0.000009914923,0.00002104716,0.0001276942,0.000006566658,0.00000313205,0.00005313338,0.00001158313,0.9824018,0.0003327165,0.01551312,0.001508153,0.00001114332],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05928038,0.0008055944,0.9143934,0.0009522187,0.0001592235,0.0001537098,0.000594193,0.0003951073,0.02326617],"genre_scores_gemma":[0.8215531,0.00117785,0.1385612,0.0003955555,0.0001741319,0.0007814859,0.0005358097,0.0001976169,0.03662328],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002710763,"threshold_uncertainty_score":0.007300258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062543374988134,"score_gpt":0.2639498950095377,"score_spread":0.2433244612596563,"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."}}