{"id":"W4391886410","doi":"10.1093/jcag/gwad061.043","title":"A43 MECHANISMS OF UNIQUE COLONIZATION DYNAMICS AND IMMUNE RESPONSES TO MURIBACULACEAE","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Plant Pathogenic Bacteria Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Colonization; Dynamics (music); Immune system; Biology; Psychology; Immunology; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007342286,0.00005656509,0.0001933556,0.00005265018,0.00006257406,0.00001622849,0.0001454592,0.00006943983,0.00001389829],"category_scores_gemma":[0.0003046972,0.00002419116,0.00007193598,0.0001443633,0.00002486752,0.00004515451,0.00003673497,0.00009380629,4.311489e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003424192,"about_ca_system_score_gemma":0.00005720054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00141238,"about_ca_topic_score_gemma":0.345341,"domain_scores_codex":[0.9991522,0.0002356433,0.0002941462,0.00006125328,0.0001201101,0.000136588],"domain_scores_gemma":[0.9992324,0.000147447,0.000344068,0.00002439545,0.0001827014,0.00006899302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004360566,0.00003239906,0.4796805,0.00002504257,0.0003367866,0.00001513507,0.0003417099,0.00003456716,0.5124345,0.003445233,0.001974385,0.001243718],"study_design_scores_gemma":[0.0001257924,0.0007238803,0.9960811,0.00006533619,0.00004896877,0.00006683711,0.00009984655,0.00008505626,0.001362839,0.000653145,0.0006541986,0.00003302255],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976351,0.00002999997,0.00004287207,0.02292769,0.0003265305,0.00007530336,0.0002237685,0.000002545763,0.00002033394],"genre_scores_gemma":[0.9993111,0.00002581756,0.0001410683,0.0002675967,0.00003353459,8.787787e-7,0.000004954908,7.791023e-7,0.0002142566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5164006,"threshold_uncertainty_score":0.6666049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006594611943838462,"score_gpt":0.1944542447806537,"score_spread":0.1878596328368153,"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."}}