{"id":"W4402615538","doi":"10.1039/d4sm00619d","title":"Thermally activated intermittent flow in amorphous solids","year":2024,"lang":"en","type":"article","venue":"Soft Matter","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund","keywords":"Amorphous solid; Flow (mathematics); Materials science; Chemical engineering; Mechanics; Chemistry; Crystallography; Physics; Engineering","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":[0.0001155305,0.0001134356,0.0001177337,0.0004819184,0.0001478552,0.0002963544,0.0001381628,0.0001240069,0.001483828],"category_scores_gemma":[0.000397963,0.0001168313,0.00008452949,0.0001982802,0.000466219,0.0004108793,0.0001955331,0.0002516295,0.0001216123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002588863,"about_ca_system_score_gemma":0.0001401451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004321533,"about_ca_topic_score_gemma":0.0003643208,"domain_scores_codex":[0.9999669,0.000005267381,0.000001604687,0.000008814711,0.000007586678,0.00000982306],"domain_scores_gemma":[0.9998218,0.00008118568,0.00004034482,0.00001467887,0.00002001166,0.00002205102],"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":[0.001067141,0.0003531667,0.01458675,0.000343832,0.00007529456,0.001480151,0.0005990753,0.0498977,0.7457395,0.1231223,0.002167945,0.06056708],"study_design_scores_gemma":[0.000105171,0.000351255,0.07137919,0.00006858694,0.0000531382,0.0006273552,0.0002363689,0.6975886,0.1768334,0.04896511,0.003715334,0.00007655178],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991632,0.000653567,0.004960536,0.00007195867,0.0000155569,0.000007899688,0.00008712748,0.00008339633,0.002487917],"genre_scores_gemma":[0.9991661,0.0001348593,0.0002683456,0.000005226301,0.000009064742,0.000004372313,0.00002440507,0.000004443361,0.0003832113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001483828,"threshold_uncertainty_score":0.004963875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009861079872256954,"score_gpt":0.2242049441717624,"score_spread":0.2143438642995054,"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."}}