{"id":"W7011555728","doi":"","title":"Mathematical model of GAL regulon dynamics in Â«Saccharomyces cerevisiaeÂ»","year":2012,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Regulon; Galactose; Saccharomyces cerevisiae; Mechanism (biology); Bistability; Gene regulatory network; Systems biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001244342,0.0002491441,0.0004575702,0.00005703922,0.00005534053,0.00005262462,0.0002571304,0.00004597142,0.001807961],"category_scores_gemma":[0.000001857535,0.0002239983,0.0000454826,0.00001549005,0.0001940019,0.0003349956,0.000121023,0.0001706669,1.118181e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001133214,"about_ca_system_score_gemma":0.0004817109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003463711,"about_ca_topic_score_gemma":0.249302,"domain_scores_codex":[0.9981418,0.00002821778,0.0003689331,0.0001783871,0.0009972819,0.000285439],"domain_scores_gemma":[0.9993032,0.00009613734,0.0002553538,0.0002057501,4.991356e-7,0.0001390673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004908667,0.00004032128,0.000372973,0.0007470175,0.00004652619,0.00000858106,0.0003370828,0.000004368177,0.00000988813,0.9857965,0.01126132,0.001326384],"study_design_scores_gemma":[0.0009431192,0.0001709342,0.0004488185,0.003575873,0.0001414313,0.000007171284,0.02796294,0.01376595,0.0007350296,0.06901604,0.8816671,0.001565597],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001385374,0.0005708754,0.000006419891,0.000301736,0.0001222492,0.0001511515,0.00123846,0.00001084218,0.9962129],"genre_scores_gemma":[0.3136962,0.00009259245,0.0001578271,0.0001559063,0.0001209087,0.000005096064,0.00002417256,0.0001002129,0.6856471],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9167804,"threshold_uncertainty_score":0.9991045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038308781156913,"score_gpt":0.1466294086543566,"score_spread":0.1362463208427874,"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."}}