{"id":"W1987593301","doi":"10.1103/physreve.80.036116","title":"Drying and cracking mechanisms in a starch slurry","year":2009,"lang":"en","type":"article","venue":"Physical Review E","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; University of Washington","keywords":"Starch; Slurry; Materials science; Porosity; Composite material; Fracture (geology); Cracking; Chemical engineering; Mineralogy; Chemistry; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001043093,0.0001300617,0.000202421,0.0002103463,0.000172306,0.0004306039,0.0002732904,0.0005039503,0.001029741],"category_scores_gemma":[0.0003061097,0.0002317553,0.0002300391,0.0001019324,0.000276111,0.0004408191,0.000173686,0.000343603,0.0001321528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002729003,"about_ca_system_score_gemma":0.0001755781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001221882,"about_ca_topic_score_gemma":0.000948226,"domain_scores_codex":[0.9999489,0.000003637106,0.000003507939,0.00001829132,0.00001382513,0.00001191643],"domain_scores_gemma":[0.9999089,0.00003604188,0.0000227535,0.000007615495,0.00001212917,0.00001246672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001011681,0.00008876219,0.004388562,0.00008062183,0.00001729653,0.0006470737,0.0001363418,0.02478355,0.9597465,0.003190021,0.0001929423,0.006627143],"study_design_scores_gemma":[0.0001119103,0.0003522548,0.02647365,0.00002422297,0.00003048094,0.0007835472,0.00022754,0.6441718,0.3222929,0.003708048,0.00179214,0.00003154953],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937626,0.0003071885,0.004543597,0.00007483533,0.000009380848,0.00001201844,0.00004402932,0.00002876601,0.001217713],"genre_scores_gemma":[0.997997,0.0001137952,0.001266397,0.00001442074,0.00000288418,0.000006097464,0.00002943643,0.000005711951,0.0005642687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001221882,"threshold_uncertainty_score":0.003444791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339884804868049,"score_gpt":0.2971276239173554,"score_spread":0.2837287758686749,"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."}}