{"id":"W1780171352","doi":"10.1139/cjm-2015-0142","title":"Application of bacteriophages to reduce biofilms formed by hydrogen sulfide producing bacteria on surfaces in a rendering plant","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biofilm; Myoviridae; Microbiology; Bacteria; Propidium monoazide; Bacteriophage; Biology; Chemistry; Escherichia coli","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001894889,0.0005141603,0.0005283509,0.0001897447,0.0001904351,0.0003538248,0.0002149652,0.0004582013,0.0004381151],"category_scores_gemma":[0.0001997263,0.0002068358,0.0004700545,0.0001335509,0.000170451,0.0001654566,0.0004010094,0.0005455267,0.0001459217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814598,"about_ca_system_score_gemma":0.000234209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006509896,"about_ca_topic_score_gemma":0.001032906,"domain_scores_codex":[0.9997848,0.00003820328,0.00001217788,0.00004940926,0.00007889752,0.0000365245],"domain_scores_gemma":[0.9998899,0.00002520586,0.00002948497,0.000007956621,0.00001734612,0.00003010086],"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":[0.00001517316,0.000006975586,0.00003564794,0.0000145001,0.000001738103,0.000004231633,0.000005340416,0.00001274169,0.9995808,0.000002702463,0.000003253602,0.0003169691],"study_design_scores_gemma":[0.000005721462,0.0004105019,0.002754601,0.000006673207,0.00001543547,0.00005337937,0.00002926611,0.0003658085,0.9958877,0.000007628946,0.0004594013,0.000003863096],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952208,0.00111742,0.002965421,0.00003850851,0.00002419814,0.00005266045,0.00007545233,0.00005165387,0.0004538846],"genre_scores_gemma":[0.9817919,0.001429923,0.01399788,0.00006670051,0.00001564968,0.00007274171,0.0002435993,0.0000321665,0.002349328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006509896,"threshold_uncertainty_score":0.001465678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01487579194831109,"score_gpt":0.2283819966862154,"score_spread":0.2135062047379044,"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."}}