{"id":"W4389358382","doi":"10.1130/abs/2023am-394120","title":"FLUID-STRUCTURE INTERACTION (‘FSI’) ANALYSIS OF THE EARLIEST BIOMINERALIZING ANIMALS","year":2023,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Morphological variations and asymmetry","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Fluid–structure interaction; Computer science; Engineering; Finite element method; Structural engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001121141,0.0001408229,0.0001549357,0.001466387,0.0004096627,0.0003004413,0.0002958564,0.0002145769,0.002887713],"category_scores_gemma":[0.0003820975,0.0001076125,0.0002730872,0.0007808796,0.0002586636,0.0002920489,0.000229529,0.0002422998,0.0002719238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003471816,"about_ca_system_score_gemma":0.0002303189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00478967,"about_ca_topic_score_gemma":0.003362625,"domain_scores_codex":[0.9999609,0.00000372304,0.000001725421,0.000009139347,0.00001343719,0.00001105837],"domain_scores_gemma":[0.9998513,0.00003814936,0.0000300296,0.00001732943,0.00004395795,0.00001910835],"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":[0.0005752717,0.000114465,0.1050975,0.000326841,0.0001593013,0.0006886178,0.0007205869,0.1157825,0.5323117,0.04906562,0.007638525,0.1875191],"study_design_scores_gemma":[0.00001277134,0.00007585277,0.2258053,0.000012626,0.00003998014,0.0005169585,0.0002271213,0.6830121,0.0738945,0.007864491,0.00848519,0.00005306241],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477741,0.0003034606,0.04039466,0.0001828806,0.00002501815,0.00001014859,0.0009322373,0.0007992881,0.009578231],"genre_scores_gemma":[0.9925286,0.00004134618,0.00628612,0.000006311479,0.000008445305,0.000005078879,0.0004046989,0.0000440665,0.0006755387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00478967,"threshold_uncertainty_score":0.009660423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0451103913188064,"score_gpt":0.3052260159835264,"score_spread":0.26011562466472,"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."}}