{"id":"W2104566280","doi":"10.51847/ohbyzcy","title":"10.51847/OhBYZCy","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemotaxis; Biological system; Noise (video); Parametric statistics; Escherichia coli; Physics; Flow (mathematics); Chemistry; Biophysics; Biology; Mechanics; Mathematics; Computer science; Biochemistry; Statistics; Artificial intelligence; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004925602,0.001530048,0.000744909,0.001533348,0.001189453,0.002550678,0.001316921,0.00222043,0.9605768],"category_scores_gemma":[0.0006478528,0.0004744971,0.0005611307,0.001198431,0.0007649062,0.001653453,0.002216073,0.001326443,0.9517021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007965406,"about_ca_system_score_gemma":0.0007237659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002183612,"about_ca_topic_score_gemma":0.002445106,"domain_scores_codex":[0.999661,0.00002106467,0.00001882487,0.0001013151,0.0001207354,0.00007706465],"domain_scores_gemma":[0.9994946,0.00006838174,0.0000294871,0.00008415888,0.0001274163,0.0001960883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003617534,0.0003197388,0.0007317408,0.000427561,0.00002064078,0.0003354372,0.0001024094,0.0002429392,0.01479095,0.008377361,0.2179918,0.7562976],"study_design_scores_gemma":[0.00005421347,0.00006046888,0.001170592,0.000152844,0.000009332147,0.0003537906,0.00006323308,0.0002553899,0.00202139,0.001185327,0.9946577,0.00001578409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002685166,0.0008998876,0.003266638,0.0008654329,0.001142619,0.0001767785,0.002078149,0.002589916,0.9862954],"genre_scores_gemma":[0.00376702,0.0002656712,0.001104431,0.0003500479,0.00005280921,0.0000623272,0.001079426,0.0004107828,0.9929075],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03942317,"threshold_uncertainty_score":0.05623239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003616100965955255,"score_gpt":0.1781589459379999,"score_spread":0.1745428449720446,"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."}}