{"id":"W2227581414","doi":"10.1039/c5sm02060c","title":"Grains unchained: local fluidization of a granular packing by focused ultrasound","year":2016,"lang":"en","type":"article","venue":"Soft Matter","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Fluidization; Range (aeronautics); Focused ultrasound; Deformation (meteorology); Process (computing); Dynamics (music); Field (mathematics); Bubble","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001067032,0.0001607835,0.0001856227,0.00007577797,0.00003184449,0.00001564355,0.0001189864,0.00009844742,0.0004440791],"category_scores_gemma":[0.00002015179,0.0001200537,0.00008222551,0.0001392968,0.00007242703,0.0001249951,0.0000140739,0.00005930138,0.0002369654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003737157,"about_ca_system_score_gemma":0.000006977664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009671573,"about_ca_topic_score_gemma":0.000003749146,"domain_scores_codex":[0.9991535,0.00002373056,0.0002385234,0.0001528131,0.0001722795,0.000259147],"domain_scores_gemma":[0.9995595,0.00007839283,0.00002483029,0.0002361566,0.00003962218,0.00006152988],"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":[0.000009701794,0.00001804674,0.00550464,0.00006583332,0.00002947545,0.000002317742,0.0001717299,0.00002464863,0.9496149,0.0001214281,0.03963318,0.004804058],"study_design_scores_gemma":[0.001976487,0.00005579563,0.00154025,0.000152556,0.00005770015,0.00001557563,0.00003920837,0.001317439,0.966652,0.001408449,0.02623864,0.0005458566],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2770512,0.0003059212,0.7213542,0.000229525,0.0002190764,0.0001228808,0.00005450304,0.000196252,0.000466483],"genre_scores_gemma":[0.9992291,0.00002738636,0.0002566606,0.0002085857,0.00005144299,0.00001148268,0.00002482701,0.00005428288,0.0001362468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7221779,"threshold_uncertainty_score":0.489565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003930409101704917,"score_gpt":0.1741907169393772,"score_spread":0.1702603078376723,"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."}}