{"id":"W2113213572","doi":"10.1002/0471263397.env307","title":"Microbial Flocs Suspended Biofilms","year":2003,"lang":"en","type":"other","venue":"Encyclopedia of Environmental Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Biofilm; Chemistry; Chemical engineering; Geology; Bacteria; Engineering","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":[0.0001689402,0.0002277161,0.0001307929,0.0005468579,0.0002535245,0.0004244717,0.0001936414,0.0003159004,0.002474324],"category_scores_gemma":[0.0001824764,0.0001137784,0.0001482849,0.0002482668,0.0001286195,0.0002616779,0.0002465241,0.0003388169,0.0005521876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003302698,"about_ca_system_score_gemma":0.000187873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001809074,"about_ca_topic_score_gemma":0.001850021,"domain_scores_codex":[0.9999009,0.000007641755,0.000006000314,0.00001634396,0.00005365437,0.00001549573],"domain_scores_gemma":[0.999907,0.00001499426,0.00001060212,0.00000541261,0.00003645912,0.00002553706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007939155,0.00003754092,0.001199334,0.0001280631,0.00001008885,0.00008562018,0.00004372534,0.0002882239,0.9848623,0.0008736323,0.0008075626,0.01158462],"study_design_scores_gemma":[0.0000350317,0.0002877044,0.01975451,0.00008182639,0.00003546891,0.0002080435,0.00008398803,0.002538325,0.9533053,0.001643599,0.02201355,0.00001274977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9507828,0.009072955,0.01378508,0.000831444,0.0003838112,0.0001353927,0.001449418,0.0002106203,0.02334843],"genre_scores_gemma":[0.9570801,0.00363839,0.00844397,0.0002512467,0.0001041408,0.00007059205,0.001281765,0.00004904007,0.02908083],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002474324,"threshold_uncertainty_score":0.008277476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004009346039571237,"score_gpt":0.1884739913489856,"score_spread":0.1844646453094144,"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."}}