{"id":"W1984112897","doi":"10.1103/physreve.91.012711","title":"Weak correlation of starch and volume in synchronized photosynthetic cells","year":2015,"lang":"en","type":"article","venue":"Physical Review E","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Bundesministerium für Bildung und Forschung","keywords":"Chlamydomonas reinhardtii; Cell division; Starch; Cell; Photosynthesis; Population; Cell cycle; Biology; Volume (thermodynamics); Biophysics; Algae; Cell size; Cell growth; Cell biology; Division (mathematics); Botany; Biological system; Mutant; Biochemistry; Physics; Mathematics","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":[0.0002042421,0.00008145515,0.0002521712,0.00001734155,0.000007594028,0.000002773762,0.00006900102,0.00002767147,0.000009327617],"category_scores_gemma":[0.00006028426,0.00007213747,0.00007123654,0.0001251095,0.00005212568,0.000002037681,0.00005581811,0.00004456284,0.00001248139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001214572,"about_ca_system_score_gemma":0.00004235586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001396881,"about_ca_topic_score_gemma":0.000009696248,"domain_scores_codex":[0.9993401,0.00009955654,0.0001662439,0.0001785116,0.0001104408,0.0001051787],"domain_scores_gemma":[0.9995878,0.00001063717,0.00007102646,0.0002112421,0.00005293175,0.00006641645],"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":[0.0001264063,0.0004381709,0.01140662,0.001401604,0.0001374722,0.000002408028,0.0001390771,0.002011911,0.9442894,0.0002251737,0.003914854,0.03590685],"study_design_scores_gemma":[0.005678531,0.00282788,0.019339,0.004448886,0.001504924,0.00002585376,0.0001881109,0.1491832,0.5686073,0.004108977,0.2420203,0.002067102],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686144,0.03047615,0.0002593927,0.00006796933,0.00002205024,0.0001759007,0.000002573225,0.000002471313,0.0003790837],"genre_scores_gemma":[0.9941363,0.005527094,0.000118656,0.00004019435,0.00005054134,0.00001125385,0.00001764996,0.000008344058,0.00008995915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3756822,"threshold_uncertainty_score":0.2941681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117937128749009,"score_gpt":0.2688470737861489,"score_spread":0.257053360911248,"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."}}