{"id":"W4250182959","doi":"10.3410/f.737673213.793573727","title":"Faculty Opinions recommendation of Differential Scaling of Gene Expression with Cell Size May Explain Size Control in Budding Yeast.","year":2020,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Budding yeast; Yeast; Cell size; Scaling; Budding; Saccharomyces cerevisiae; Gene; Differential (mechanical device); Gene expression; Control (management); Biology; Genetics; Cell biology; Computer science; Mathematics; Physics; Artificial intelligence","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":[0.00151838,0.001858592,0.001391624,0.001764094,0.0008319265,0.002493041,0.002346497,0.002320921,0.03809588],"category_scores_gemma":[0.006514437,0.0005755326,0.00186177,0.002929096,0.0004359374,0.001302579,0.001371579,0.001482901,0.05135195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081259,"about_ca_system_score_gemma":0.001512374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01522301,"about_ca_topic_score_gemma":0.04289338,"domain_scores_codex":[0.9989329,0.0001654166,0.00007746868,0.0004415798,0.0002330571,0.0001495561],"domain_scores_gemma":[0.9974577,0.0008227322,0.0002386058,0.0007040988,0.000502706,0.0002740912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002472589,0.00005309881,0.00745559,0.0008966003,0.0001129426,0.00003777606,0.00002758329,0.0005862221,0.0008636079,0.0004455011,0.9840226,0.005251104],"study_design_scores_gemma":[0.0007414193,0.00008438806,0.05203526,0.0004396825,0.0002345486,0.0002498705,0.0001278637,0.004165879,0.002954397,0.004627891,0.9342493,0.00008942853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001327527,0.0002615421,0.0002526915,0.0002934212,0.0001042706,0.00001126606,0.9957645,0.0007211759,0.001263571],"genre_scores_gemma":[0.002731696,0.0001085241,0.0004989893,0.0001579416,0.00001855873,0.00002769558,0.9952025,0.00008260296,0.001171406],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03809588,"threshold_uncertainty_score":0.1274434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01992752616721992,"score_gpt":0.3194936502354742,"score_spread":0.2995661240682543,"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."}}