{"id":"W2973696871","doi":"10.15406/jmen.2019.07.00245","title":"Spectrophotometric determination of biofilm formation by Mycobacterium avium ssp. paratuberculosis in aqueous extract of schmutzdecke for clarifying untreated water in water treatment operations","year":2019,"lang":"en","type":"article","venue":"Journal of Microbiology & Experimentation","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agri-Food and Biosciences Institute; Queen's University; Queen's University Belfast","keywords":"Paratuberculosis; Biofilm; Microbiology; Mycobacterium avium subsp. paratuberculosis; Aqueous solution; Mycobacterium; Mycobacterium avium complex; Chemistry; Water treatment; Environmental chemistry; Biology; Bacteria; Environmental science; Environmental engineering; Organic chemistry","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":[0.000415414,0.0005695136,0.0002824986,0.0006278552,0.000328604,0.0003023242,0.0003118865,0.0005920079,0.001070646],"category_scores_gemma":[0.0004562854,0.000211287,0.0002153811,0.0006216787,0.0002148089,0.0002517872,0.0003164188,0.000628767,0.0003020217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001566114,"about_ca_system_score_gemma":0.0002293842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001414575,"about_ca_topic_score_gemma":0.00282592,"domain_scores_codex":[0.9994178,0.0001764895,0.00005055806,0.00006712281,0.0002261652,0.00006198675],"domain_scores_gemma":[0.9996841,0.0001071058,0.00005567539,0.00001868517,0.0001040199,0.00003044017],"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":[0.00003988194,0.0000463888,0.0005394105,0.00005817482,0.000005506178,0.0000218273,0.00006991753,0.00004101246,0.9977864,0.00003171821,0.00002343566,0.001336338],"study_design_scores_gemma":[0.000009577343,0.0008952894,0.0127228,0.00003566813,0.00002894328,0.0001119476,0.0002207053,0.001235386,0.983301,0.00007036354,0.001357104,0.00001123084],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807613,0.002760893,0.01271451,0.0001427345,0.00007759081,0.0001002928,0.0003522524,0.00007870798,0.003011621],"genre_scores_gemma":[0.957372,0.002583902,0.03327388,0.0000864595,0.00002494323,0.0002271652,0.001077628,0.00002911794,0.005324889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001414575,"threshold_uncertainty_score":0.003581703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745813644672695,"score_gpt":0.316910104556351,"score_spread":0.2994519681096241,"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."}}