{"id":"W2479929609","doi":"10.5772/61499","title":"Microbial Biofilms - Importance and Applications","year":2016,"lang":"en","type":"book","venue":"InTech eBooks","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biofilm; Quorum sensing; Pyocyanin; Biofouling; Geography; Microbiology; Biotechnology; Biology; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003022409,0.001194285,0.0009763365,0.001055181,0.0008104382,0.003655726,0.00060683,0.001673571,0.01146262],"category_scores_gemma":[0.000412793,0.0006074258,0.0006788397,0.001278696,0.0004877027,0.002545417,0.001714385,0.003134733,0.01031325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006937786,"about_ca_system_score_gemma":0.0006895826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00068956,"about_ca_topic_score_gemma":0.00158014,"domain_scores_codex":[0.9995202,0.00003851538,0.00001576143,0.00005858791,0.0003387207,0.00002823454],"domain_scores_gemma":[0.9999119,0.00002060408,0.000007872665,0.000004927415,0.00003622024,0.0000184335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005335226,0.0001034704,0.0002300409,0.004016747,0.00003236672,0.000431765,0.0007128038,0.0008679993,0.03804,0.03616485,0.3036574,0.6156893],"study_design_scores_gemma":[0.000002831167,0.00002729543,0.0002817712,0.0005385122,0.000006212682,0.0005251398,0.00007137287,0.0001556828,0.001264872,0.004408396,0.9927088,0.000009078674],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00193712,0.8492497,0.006689772,0.005641516,0.009799648,0.00007613269,0.000264423,0.0002736907,0.1260681],"genre_scores_gemma":[0.01297548,0.6201642,0.01474625,0.005252779,0.003354988,0.0001181546,0.0006158154,0.0002357974,0.3425367],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01146262,"threshold_uncertainty_score":0.03834629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00961090311122538,"score_gpt":0.2210973367081039,"score_spread":0.2114864335968785,"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."}}