{"id":"W1975072132","doi":"10.1088/1367-2630/16/5/055003","title":"Modeling cell elongation during germ band retraction: cell autonomy versus applied anisotropic stress","year":2014,"lang":"en","type":"article","venue":"New Journal of Physics","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Institute of General Medical Sciences; National Science Foundation","keywords":"Physics; Anisotropy; Germ cell; Anatomy; Tension (geology); Perpendicular; Elongation; Enhanced Data Rates for GSM Evolution; Geometry; Biophysics; Optics; Biology; Materials science; Classical mechanics; Computer science; Composite material; Telecommunications; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001350828,0.0003523691,0.0002935813,0.0002853476,0.0002986139,0.000650371,0.0008224357,0.001449316,0.001452066],"category_scores_gemma":[0.0005862284,0.0003178074,0.0004775137,0.0002589688,0.0004742834,0.0004134897,0.000472036,0.0005070457,0.0002535869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005339116,"about_ca_system_score_gemma":0.0004601807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100079,"about_ca_topic_score_gemma":0.007597286,"domain_scores_codex":[0.9999512,0.000009995768,0.000002748194,0.00001372546,0.000008827672,0.00001351231],"domain_scores_gemma":[0.9998379,0.00006072158,0.00003855196,0.00001624384,0.00001562985,0.00003107593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003446672,0.00002380013,0.001414165,0.00002009241,0.000008772929,0.00007183734,0.00002964189,0.9881076,0.007316083,0.001712385,0.0000672428,0.001193862],"study_design_scores_gemma":[0.000006596365,0.00001108419,0.0004195587,0.000002045012,0.000003478846,0.00001063808,0.00001156756,0.9985301,0.0004109656,0.0004416357,0.0001480419,0.000004147591],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9380456,0.0003882236,0.05192694,0.0004752788,0.0000412993,0.00002998099,0.0002781848,0.0001034108,0.008711069],"genre_scores_gemma":[0.9938332,0.0001949278,0.003731189,0.00002857417,0.000008290598,0.00003060111,0.00006774676,0.00002759427,0.00207781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0100079,"threshold_uncertainty_score":0.01989931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001083116268696,"score_gpt":0.2222711680227115,"score_spread":0.2122603368600245,"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."}}