{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004691198,0.00006194445,0.0001306665,0.00003065027,0.00002429691,0.00001394053,0.00003324074,0.000008757,0.00001446624],"category_scores_gemma":[0.00002484899,0.0000581926,0.0000299033,0.0001326828,0.000004248969,0.00011585,0.000007967321,0.0001123362,0.00001523644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002625746,"about_ca_system_score_gemma":0.000002788286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002850194,"about_ca_topic_score_gemma":0.000003499654,"domain_scores_codex":[0.9996576,0.000009358385,0.0001064393,0.00007575286,0.0000527993,0.00009808951],"domain_scores_gemma":[0.9998285,0.00004170271,0.00000765228,0.0000828753,0.00001078845,0.00002851399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005962686,0.0002245106,0.0001099534,0.001456846,0.00002901311,0.00001270665,0.0006405541,0.03655352,0.0775072,0.3286281,0.0003704678,0.5544611],"study_design_scores_gemma":[0.0000875685,0.00003694939,0.001694308,0.001061335,0.0000119177,0.000002039402,0.000005145812,0.9585013,0.0001087113,0.03646609,0.001898979,0.0001256721],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9153323,0.03366031,0.03246219,0.001137691,0.0002024342,0.0006403247,0.000008079737,0.0003066379,0.01625008],"genre_scores_gemma":[0.9950289,0.003999468,0.0007230798,0.0001985756,0.00002608199,0.000007396666,0.000002524548,0.000006642704,0.000007317651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9219478,"threshold_uncertainty_score":0.2373025,"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."}}