{"id":"W2162804080","doi":"10.1016/j.jtbi.2010.10.008","title":"A mechanochemical 3D continuum model for smooth muscle contraction under finite strains","year":2010,"lang":"en","type":"article","venue":"Journal of Theoretical Biology","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Engineering Link (Canada)","funders":"Vetenskapsrådet","keywords":"Contraction (grammar); Biological system; Biophysics; Mathematics; Mechanics; Computer science; Physics; Biology; Endocrinology","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":[0.0003020228,0.00009795046,0.0002284205,0.00005058045,0.00002822049,0.00001655243,0.0001148726,0.0002444381,0.00009401127],"category_scores_gemma":[0.0003321125,0.0000772323,0.00009712481,0.00002174892,0.0001504896,0.00005530216,0.00001437123,0.0003598416,0.000002851158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001578675,"about_ca_system_score_gemma":0.000020138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.508611e-7,"about_ca_topic_score_gemma":0.000004109194,"domain_scores_codex":[0.9993325,0.00001846668,0.0003149787,0.0000757066,0.00004761194,0.0002106795],"domain_scores_gemma":[0.9993746,0.0002964583,0.00006513941,0.00007033415,0.0001007538,0.00009271772],"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":[0.00005173732,0.0000191504,8.260243e-7,0.000009611716,0.00001985989,6.818199e-7,0.00002849519,0.009512332,0.6849167,0.3046703,0.00003633703,0.0007339662],"study_design_scores_gemma":[0.000546704,0.0001019576,0.000008153338,0.00001278519,0.00004006986,0.00001487636,0.00001227887,0.613291,0.02750707,0.3580754,0.0002983023,0.00009142754],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3807434,0.00001121333,0.6180307,0.0001920879,0.0007681018,0.00004766075,0.00001700904,0.00002090418,0.0001690043],"genre_scores_gemma":[0.9828314,0.00001440569,0.01661096,0.0001205579,0.0003949504,0.000003474708,0.000003792801,0.00001572,0.000004689217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6574097,"threshold_uncertainty_score":0.3149442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188936115964842,"score_gpt":0.2454998106858865,"score_spread":0.2336104495262381,"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."}}