{"id":"W2076114281","doi":"10.1016/j.mib.2007.11.001","title":"Division, regulation, and invasion in eukaryotic microbial development","year":2007,"lang":"en","type":"article","venue":"Current Opinion in Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Biology; Division (mathematics); Cell division; Microbiology; Computational biology; Cell biology; Genetics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009201033,0.0001612035,0.0002205751,0.0001689089,0.0001242315,0.000005934714,0.000225524,0.0001961286,0.0009984891],"category_scores_gemma":[0.00005009696,0.000160213,0.00002139555,0.0002691821,0.0003113356,0.00008324367,0.0004775271,0.0003677809,0.0002266234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001993221,"about_ca_system_score_gemma":0.00002537325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008328537,"about_ca_topic_score_gemma":0.002133253,"domain_scores_codex":[0.9984758,0.0002495266,0.0004788634,0.0003644047,0.00002793574,0.0004034377],"domain_scores_gemma":[0.9994842,0.0001722275,0.00009533131,0.0001869442,0.000008141149,0.00005317298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009471892,0.000296477,0.6755461,0.00004473746,0.000003775258,0.000001166018,0.001582938,0.0001333316,0.297853,0.0001676185,0.006671016,0.01760517],"study_design_scores_gemma":[0.0007435183,0.00005042945,0.9154789,0.00007500646,9.420303e-7,0.00002233375,0.00003559808,0.00001250639,0.002282757,0.0005895941,0.0805078,0.0002005461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973472,0.0003498642,0.0003090081,0.0001245137,0.001441153,0.0002525447,0.000003227607,0.0000148517,0.0001576379],"genre_scores_gemma":[0.9988448,0.0001275746,0.0006082784,0.00009738212,0.00003760867,0.000006058486,0.0002398131,0.000008310487,0.00003017235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2955703,"threshold_uncertainty_score":0.9999147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03017486016770184,"score_gpt":0.2848848375887747,"score_spread":0.2547099774210729,"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."}}