{"id":"W7132992218","doi":"","title":"Effects of selection procedures on the dynamics of Escherichia coli gene expression","year":2007,"lang":"","type":"dissertation","venue":"TSpace","topic":"Cancer and biochemical research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage; University of Ottawa","funders":"Florida Institute of Technology","keywords":"Escherichia coli; Gene expression; Gene; Green fluorescent protein; Dynamics (music); Synchronization (alternating current); Selection (genetic algorithm); Escherichia coli Proteins","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":[0.0008604964,0.0006028512,0.0005013191,0.0003642611,0.0002763989,0.0006076365,0.0003012705,0.0003306949,0.000835982],"category_scores_gemma":[0.001560008,0.0003167982,0.0002825589,0.0004026293,0.0002596192,0.0002686452,0.0003422352,0.0005859391,0.0003017201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002631495,"about_ca_system_score_gemma":0.0003863598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007245295,"about_ca_topic_score_gemma":0.0009287143,"domain_scores_codex":[0.9988708,0.0003478915,0.0001834179,0.0001651986,0.0003004067,0.0001322972],"domain_scores_gemma":[0.9973393,0.001673968,0.0004135295,0.0002237184,0.0002296602,0.000119847],"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":[0.0003282091,0.00008102298,0.0003857925,0.00006930044,0.00001125874,0.00007406814,0.00006734468,0.00007944956,0.9958284,0.00007698291,0.00005501973,0.002943031],"study_design_scores_gemma":[0.00001300919,0.0002735794,0.001872145,0.00000680444,0.00001607832,0.00008367357,0.00001761628,0.0003718895,0.9963871,0.0000124105,0.0009383749,0.000007338804],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913397,0.002093102,0.004468629,0.0001508801,0.00007804419,0.0001035556,0.0002591249,0.0001091196,0.001397777],"genre_scores_gemma":[0.9845333,0.002689487,0.009741446,0.0001700193,0.00003767762,0.0001514553,0.0005879945,0.0001600129,0.001928716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008604964,"threshold_uncertainty_score":0.004550815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007832948706921297,"score_gpt":0.3412403633479272,"score_spread":0.3334074146410059,"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."}}