{"id":"W2897233636","doi":"10.1371/journal.pcbi.1006455","title":"Rotation of sex combs in Drosophila melanogaster requires precise and coordinated spatio-temporal dynamics from forces generated by epithelial cells","year":2018,"lang":"en","type":"article","venue":"PLoS Computational Biology","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Western Canada Research Grid; Compute Canada; University of Toronto; Yale University","keywords":"Drosophila melanogaster; Rotation (mathematics); Biology; Dynamics (music); Morphogenesis; Evolutionary biology; Live cell imaging; Biological system; Melanogaster; Cell; Physics; Genetics; Computer science; Artificial intelligence; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00006950525,0.0001157021,0.000160054,0.00006351026,0.00004776199,0.00001274484,0.00008437393,0.0001420219,0.00005274567],"category_scores_gemma":[0.00002757908,0.0001146363,0.00002999038,0.00007192786,0.0001145076,0.000007744805,0.00006486778,0.00005898781,0.000004853656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001651611,"about_ca_system_score_gemma":0.00003554138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002036593,"about_ca_topic_score_gemma":0.0003488289,"domain_scores_codex":[0.9991588,0.00009919998,0.0002851055,0.000278635,0.0000582135,0.0001200458],"domain_scores_gemma":[0.9995081,0.00004835353,0.0001408996,0.00009522702,0.0001713491,0.00003609403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001658672,0.0001134229,0.004692749,0.000005683827,0.00006731971,5.811066e-7,0.00009048727,0.0003264564,0.992958,0.0005145226,0.0003180372,0.0007468722],"study_design_scores_gemma":[0.00105372,0.000779504,0.0007740196,0.00001587352,0.00001846136,0.000003211095,0.00006616906,0.2654594,0.7255318,0.004979721,0.0011302,0.0001879975],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844,0.00009336168,0.01436024,0.0001249355,0.0001454318,0.0001613963,0.0006261186,0.000006879243,0.00008163632],"genre_scores_gemma":[0.9894847,0.00002673223,0.001532501,0.00008903761,0.0001024432,0.00001189901,0.008662356,0.00001238565,0.00007791281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2674263,"threshold_uncertainty_score":0.4674733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00955755176765771,"score_gpt":0.2388127864461367,"score_spread":0.229255234678479,"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."}}