{"id":"W4236061818","doi":"10.3410/f.1017854.206456","title":"Faculty Opinions recommendation of Multistability in the lactose utilization network of Escherichia coli.","year":2004,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Digestive system and related health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Multistability; Lactose; Escherichia coli; Computer science; Business; Food science; Chemistry; Physics; Biochemistry","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":[0.00105602,0.00313545,0.001810443,0.004343961,0.0007529186,0.002463882,0.003144924,0.003134413,0.02277569],"category_scores_gemma":[0.006396868,0.0008279328,0.0019745,0.006459678,0.0002913248,0.001209697,0.001236967,0.00195,0.02543516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001701391,"about_ca_system_score_gemma":0.002946495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03413885,"about_ca_topic_score_gemma":0.05864244,"domain_scores_codex":[0.9988376,0.0001605888,0.0001300168,0.0004311956,0.0003015273,0.0001391011],"domain_scores_gemma":[0.997367,0.000758994,0.00040967,0.0005135329,0.0005258373,0.0004249905],"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":[0.0003467923,0.0001182006,0.008263988,0.002184384,0.000278777,0.00008193466,0.00003582079,0.001767105,0.0006975597,0.0004796444,0.9780995,0.007646253],"study_design_scores_gemma":[0.001080859,0.0001307232,0.0494833,0.0006874616,0.0004682143,0.0002528282,0.0001273636,0.006569963,0.002339097,0.001925686,0.9368379,0.00009664876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007527274,0.0001713912,0.00007626611,0.00008597355,0.00001970774,0.00000952917,0.9981692,0.0003546149,0.0003606372],"genre_scores_gemma":[0.001113862,0.00009784185,0.000288642,0.00003731031,0.000005025726,0.0000278812,0.9980627,0.00002979296,0.000336898],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03413885,"threshold_uncertainty_score":0.07619226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03752534036595002,"score_gpt":0.3664882458633343,"score_spread":0.3289629054973843,"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."}}