{"id":"W2230795309","doi":"10.1080/19491034.2015.1095432","title":"Periodicity of nuclear morphology in human fibroblasts","year":2015,"lang":"en","type":"article","venue":"Nucleus","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Morphology (biology); Cell biology; Biophysics; Biology; Zoology","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":[0.00007710057,0.00007222447,0.0001064517,0.00003728495,0.00002184825,0.000005613927,0.00009961886,0.0001272531,0.00007273778],"category_scores_gemma":[0.00003152584,0.00007158355,0.00003684172,0.00005596174,0.00007806971,0.000002546095,0.00006686251,0.00006665683,0.000018991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001179141,"about_ca_system_score_gemma":0.00001896012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008952303,"about_ca_topic_score_gemma":0.00003869689,"domain_scores_codex":[0.9994836,0.00003014478,0.0001304103,0.0001654695,0.00006777213,0.0001226148],"domain_scores_gemma":[0.9996585,0.000001472982,0.00004649691,0.0002006154,0.00004002059,0.00005284399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001185216,0.0000395595,0.005430865,0.000006964793,0.000009689221,0.000005147834,0.0001780992,0.00004481702,0.9857281,0.0005161217,0.007064041,0.0008581124],"study_design_scores_gemma":[0.006032893,0.004861864,0.267443,0.00004707555,0.00004065968,0.0001826512,0.001295946,0.0002375142,0.2053148,0.002160251,0.511559,0.0008244058],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925627,0.00004092427,0.00001380588,0.0000525596,0.0001137572,0.00005082793,0.0000050359,0.00000876286,0.007151694],"genre_scores_gemma":[0.9990792,0.000004213802,0.0004846364,0.0001810685,0.00009452531,9.501435e-7,0.00001787275,0.0000163987,0.0001211278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7804133,"threshold_uncertainty_score":0.2919092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333382439809595,"score_gpt":0.2416193726107773,"score_spread":0.2282855482126813,"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."}}