{"id":"W2339464102","doi":"10.1016/j.chom.2016.03.013","title":"Looks Who’s Talking Now","year":2016,"lang":"en","type":"letter","venue":"Cell Host & Microbe","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Biology; Quorum sensing; Host (biology); Microbiology; Immune system; Bacteria; Microbiome; Cell biology; Genetics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001082528,0.0003799753,0.0003514323,0.00002043314,0.000197333,0.0001489067,0.000662151,0.0008692617,0.001284883],"category_scores_gemma":[0.000004523918,0.0001264154,0.0002527858,0.0001167281,0.0001024266,0.00005478743,0.0002671261,0.0008355589,0.001064462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005959694,"about_ca_system_score_gemma":0.00001413788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003365282,"about_ca_topic_score_gemma":0.00003141637,"domain_scores_codex":[0.9982005,0.00005288183,0.0002772337,0.0005951471,0.0001781527,0.0006960327],"domain_scores_gemma":[0.9994323,0.00008860738,0.0001922751,0.0001465068,0.00006390914,0.00007634715],"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":[0.000002464394,0.00001160837,0.00003600628,0.00002179306,0.00001057101,0.00004641301,0.000008605885,7.977555e-9,0.37866,0.000002691003,0.6165834,0.004616407],"study_design_scores_gemma":[0.0001037906,0.0001111357,0.00025003,0.0001566774,0.00002503946,0.00001139503,0.000006502719,4.802993e-7,0.02915369,0.00007151366,0.9696788,0.0004309196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03462578,0.0024359,0.00001282341,0.8869262,0.002030068,0.0007748498,0.001204325,0.0002667836,0.07172327],"genre_scores_gemma":[0.01971946,0.0007019088,0.00009281855,0.8030772,0.01472268,0.00002202983,0.001254801,0.0000153341,0.1603938],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3530954,"threshold_uncertainty_score":0.9997133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009342404060473446,"score_gpt":0.1843800778030575,"score_spread":0.1750376737425841,"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."}}