{"id":"W2805837806","doi":"10.1101/336370","title":"Biofilm formation by <i>Mycobacterium avium</i> ssp. <i>paratuberculosis</i> in aqueous extract of schmutzdecke for clarifying untreated water in water treatment operations","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agri-Food and Biosciences Institute; Queen's University; Queen's University Belfast","keywords":"Paratuberculosis; Biofilm; Mycobacterium avium subsp. paratuberculosis; Mycobacterium; Aqueous solution; Microbiology; Aluminium; Adhesion; Potable water; Chemistry; Food science; Materials science; Biology; Bacteria; Environmental engineering; Composite material; Environmental science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001590596,0.0002889512,0.00018168,0.0002607648,0.0001877072,0.000267391,0.0001480242,0.0002681283,0.0009775436],"category_scores_gemma":[0.0001714072,0.0001289086,0.0002225129,0.0001584868,0.0001390003,0.0002151485,0.0002300735,0.0002704799,0.0001591483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051236,"about_ca_system_score_gemma":0.0001373601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001285179,"about_ca_topic_score_gemma":0.002556295,"domain_scores_codex":[0.9997854,0.00004643159,0.00001974182,0.00003421108,0.00007565301,0.00003858973],"domain_scores_gemma":[0.9998928,0.0000254911,0.0000314452,0.00000589573,0.00003345371,0.00001079425],"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":[0.00004870264,0.00002037125,0.001083399,0.00006381384,0.000003880079,0.00002795683,0.00002840553,0.00003406915,0.9974958,0.000009756136,0.000009101858,0.001174662],"study_design_scores_gemma":[0.000004315812,0.0006995384,0.02026143,0.00001509257,0.00002423505,0.000103108,0.0001836413,0.0003812667,0.9775095,0.00001852705,0.000792693,0.00000671782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971308,0.0009842669,0.001194759,0.0000379114,0.00001063436,0.00002401566,0.00008656655,0.000009346068,0.000521874],"genre_scores_gemma":[0.9952965,0.0006134478,0.002973274,0.00002240292,0.000005477299,0.00002208527,0.0001844986,0.000004476859,0.0008778606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001285179,"threshold_uncertainty_score":0.003270209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026525103783161,"score_gpt":0.2643070363724057,"score_spread":0.2440417853345741,"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."}}