{"id":"W2736291881","doi":"10.1104/pp.17.00731","title":"Gene Regulatory Networks for the Haploid-to-Diploid Transition of <i>Chlamydomonas reinhardtii</i>","year":2017,"lang":"en","type":"article","venue":"PLANT PHYSIOLOGY","topic":"Algal biology and biofuel production","field":"Energy","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Biological and Environmental Research; Office of Science; Korea Carbon Capture and Sequestration R and D Center; U.S. Department of Energy","keywords":"Chlamydomonas reinhardtii; Ploidy; Chlamydomonas; Transition (genetics); Gene; Biology; Genetics; Computational biology; Evolutionary biology; Mutant","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":[0.0002589411,0.0001380059,0.0002520162,0.00002771574,0.0004893424,0.000009204147,0.0003552863,0.0002076575,0.00002702066],"category_scores_gemma":[0.00006810853,0.00009206618,0.0001135341,0.00003067933,0.0002641377,0.00006892372,0.00005077987,0.0001288758,0.00002013723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001265494,"about_ca_system_score_gemma":0.00001520407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001860299,"about_ca_topic_score_gemma":0.00009430222,"domain_scores_codex":[0.9990811,0.00007115126,0.0002197458,0.0003130815,0.00005738838,0.0002575712],"domain_scores_gemma":[0.9989356,0.000152781,0.000195213,0.0006097467,0.00006884322,0.00003775761],"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":[0.001223344,0.00004191055,0.00003324458,0.00002041258,0.0001139326,9.820928e-7,0.00008930192,0.005616098,0.9803966,0.004481144,0.001564857,0.006418173],"study_design_scores_gemma":[0.001612776,0.0008433094,0.1498862,0.00005650954,0.0002372657,0.00006004683,0.00006686678,0.008693768,0.784826,0.01449948,0.03863706,0.0005806317],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896635,0.0005601838,0.004096989,0.002505987,0.001816738,0.0005848886,0.0001534601,0.00007801524,0.0005402738],"genre_scores_gemma":[0.9975134,0.0001261162,0.0002214491,0.0005627511,0.001103158,0.00007173046,0.0002141513,0.00001393475,0.0001733031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1955705,"threshold_uncertainty_score":0.3763676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187917662103859,"score_gpt":0.2337015534754858,"score_spread":0.2149097872650999,"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."}}