{"id":"W4399899846","doi":"10.21203/rs.3.rs-4583999/v1","title":"Two-component systems interface discrimination in Actinobacillus pleuropneumoniae","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Actinobacillus pleuropneumoniae; Component (thermodynamics); Interface (matter); Computer science; Biology; Microbiology; Physics; Operating system; Serotype","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":[0.0002155715,0.0003918167,0.0002950474,0.0006483544,0.0001931573,0.0004101701,0.0002085392,0.0001834343,0.0006487191],"category_scores_gemma":[0.0006467809,0.0001080395,0.0003211532,0.0006155596,0.0001189879,0.0002442924,0.0002665483,0.00021394,0.000184483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003252054,"about_ca_system_score_gemma":0.000216639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001363046,"about_ca_topic_score_gemma":0.0009776219,"domain_scores_codex":[0.9997986,0.0000414449,0.00002378403,0.00005253385,0.00005941805,0.00002417609],"domain_scores_gemma":[0.9997891,0.00005338414,0.00007268154,0.00001592376,0.00004368854,0.00002515911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000258514,0.00008015451,0.01534321,0.0001947115,0.00004387291,0.0002668929,0.0001216148,0.002343314,0.9730708,0.0002848554,0.000106513,0.007885455],"study_design_scores_gemma":[0.0000396077,0.0006087025,0.2312165,0.00006799088,0.0002427398,0.001645393,0.0005331245,0.08426161,0.6743188,0.000968278,0.006033484,0.00006377085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947819,0.0003683444,0.003857013,0.00002342089,0.000004710194,0.00001623037,0.0002804569,0.00007581307,0.0005920136],"genre_scores_gemma":[0.9956172,0.0001382902,0.003058429,0.00001125581,0.000001585857,0.00001451365,0.0009072457,0.0000117602,0.0002398738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001363046,"threshold_uncertainty_score":0.002710223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06537003186560544,"score_gpt":0.4061687943008343,"score_spread":0.3407987624352289,"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."}}