{"id":"W4226435584","doi":"10.2139/ssrn.4047245","title":"Zebrafish Neuromesodermal Progenitors Undergo a Critical State Transition &lt;i&gt;in vivo&lt;/i&gt;","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Zebrafish; In vivo; Transition (genetics); Cell biology; Progenitor; Progenitor cell; Chemistry; Biology; Genetics; Stem cell","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":[0.0001804291,0.0004401407,0.0002747217,0.0002993169,0.0003357033,0.0005406101,0.0004659856,0.0004951603,0.006314895],"category_scores_gemma":[0.0001968319,0.0004232083,0.0002839735,0.0001743763,0.0005486934,0.0005359128,0.0005593731,0.001676245,0.002161889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008110003,"about_ca_system_score_gemma":0.0005737927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004754363,"about_ca_topic_score_gemma":0.008489332,"domain_scores_codex":[0.9998276,0.000009909739,0.00001339694,0.00005784924,0.0000524901,0.00003875035],"domain_scores_gemma":[0.9997845,0.00003539319,0.00007531216,0.00003256869,0.00002205522,0.00005013796],"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":[0.00005713653,0.000008788231,0.0001775369,0.00002046867,0.000003308047,0.00007260822,0.00003661651,0.00008103727,0.9967024,0.001154834,0.0002598708,0.001425305],"study_design_scores_gemma":[0.00001403614,0.00005754347,0.003668902,0.000008177643,0.000007466408,0.00008196582,0.00003355386,0.000366573,0.9898354,0.0001335446,0.005785622,0.000007178402],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9352781,0.00113331,0.02690825,0.0006216127,0.0002000196,0.0001651363,0.004049658,0.00170805,0.02993591],"genre_scores_gemma":[0.9624131,0.0003564477,0.00491171,0.0002416612,0.00001599021,0.0001247395,0.001607383,0.0006090374,0.02971999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006314895,"threshold_uncertainty_score":0.02112544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006975878759991778,"score_gpt":0.2446466398933936,"score_spread":0.2376707611334018,"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."}}