{"id":"W2145001358","doi":"10.1126/scitranslmed.3009391","title":"Many Fences Make Better Neighbors","year":2014,"lang":"en","type":"letter","venue":"Science Translational Medicine","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Firewall (physics); Biology; Cell biology; Microbiology; Immunology; Business","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":[0.002010799,0.0005802346,0.0008461701,0.0003371728,0.003388769,0.003152212,0.001116872,0.01377726,0.01804532],"category_scores_gemma":[0.008669115,0.0004255335,0.0005402504,0.0002316175,0.003880208,0.003517204,0.001928088,0.01772755,0.0139738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001812121,"about_ca_system_score_gemma":0.0009347697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001860672,"about_ca_topic_score_gemma":0.003824645,"domain_scores_codex":[0.9985822,0.0004930198,0.00007460555,0.0002627628,0.0003895875,0.00019768],"domain_scores_gemma":[0.9967281,0.001406284,0.0002711005,0.0003892086,0.0005283822,0.0006769468],"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":[0.0001212801,0.00004471209,0.001010793,0.0000752881,0.00003791757,0.001512231,0.0002991841,0.00008587918,0.001149271,0.01669534,0.9339942,0.04497394],"study_design_scores_gemma":[0.00006775768,0.00005106012,0.0005096141,0.0001057082,0.00001543669,0.001719765,0.0006047724,0.0001047891,0.0004623068,0.01617516,0.9801539,0.00002964889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001543644,0.007839841,0.0009532672,0.9571813,0.02080738,0.00001246382,0.00005943669,0.0001022214,0.01150032],"genre_scores_gemma":[0.03096834,0.007946976,0.001067624,0.908712,0.02226435,0.00004168464,0.0000622646,0.0000729224,0.02886383],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01804532,"threshold_uncertainty_score":0.06036758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021424338132348,"score_gpt":0.2945452646720368,"score_spread":0.2743310212907134,"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."}}