{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003134755,0.001145409,0.001793525,0.0008946485,0.009167153,0.007770294,0.002048451,0.08772413,0.02065863],"category_scores_gemma":[0.01773887,0.001101706,0.001957765,0.0005229269,0.004743705,0.008614884,0.003925411,0.07073908,0.009507193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005354987,"about_ca_system_score_gemma":0.004887135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009295005,"about_ca_topic_score_gemma":0.01865869,"domain_scores_codex":[0.9965724,0.0007607947,0.00029023,0.0005096633,0.001053475,0.000813479],"domain_scores_gemma":[0.9934092,0.00211615,0.0005606472,0.0001929544,0.0009406003,0.002780552],"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":[0.00007041764,0.0000751511,0.0009099365,0.0000625033,0.00003041398,0.003692594,0.000360532,0.00005283528,0.0003008499,0.002624146,0.9825352,0.00928542],"study_design_scores_gemma":[0.00009506917,0.000109755,0.001172074,0.0004489279,0.00005121476,0.002916365,0.001962736,0.0002460295,0.0001553119,0.008374011,0.9843646,0.0001040327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002489396,0.001580494,0.00005576254,0.9737626,0.02109842,0.000009661508,0.00001652196,0.00001644754,0.003211091],"genre_scores_gemma":[0.001396288,0.0007552101,0.00007942722,0.9701051,0.01481847,0.00001942157,0.000008700721,0.00001084801,0.01280659],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08772413,"threshold_uncertainty_score":0.06911004,"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."}}