{"id":"W2002873915","doi":"10.1080/08927014.2013.825901","title":"<i>Pleurotus ostreatus</i>biofilms exhibit higher tolerance to toxicants than free-floating counterparts","year":2013,"lang":"en","type":"article","venue":"Biofouling","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biofilm; Pleurotus ostreatus; Chemistry; Microbiology; Extracellular polymeric substance; Chemical oxygen demand; Wastewater; Food science; Biology; Environmental engineering; Bacteria; Environmental science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009079984,0.0001814206,0.0002444776,0.00005641961,0.0001652001,0.00003281126,0.0001737123,0.0001438294,0.0005813645],"category_scores_gemma":[0.00007063655,0.0001523007,0.00007221099,0.0002182544,0.00005962569,0.00007714317,0.0000858627,0.0002023491,0.001201676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003631901,"about_ca_system_score_gemma":0.00003484045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000203731,"about_ca_topic_score_gemma":0.00001353852,"domain_scores_codex":[0.9987947,0.00002225128,0.0002635491,0.0003844497,0.00014367,0.0003914339],"domain_scores_gemma":[0.9990168,0.00007527183,0.00006661484,0.0005064178,0.00009170334,0.000243217],"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":[0.00005861847,0.0001087521,0.0618794,0.00003589281,0.00003418583,0.00001614941,0.0001911405,0.000008360661,0.9169654,0.0003461298,0.01633221,0.00402374],"study_design_scores_gemma":[0.002679108,0.0007009602,0.3799801,0.0006827386,0.0001282464,0.0001121222,0.0003128697,0.0005493524,0.4707099,0.0003271613,0.1429211,0.0008964256],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825177,0.0002623187,0.00007152404,0.005216382,0.0002932388,0.0006528186,0.00003536556,0.0001605418,0.01079013],"genre_scores_gemma":[0.9880063,0.00001669288,0.00403022,0.004167253,0.0005205656,0.0001024788,0.00003259264,0.00002437259,0.003099524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4462555,"threshold_uncertainty_score":0.999576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01679264115647814,"score_gpt":0.2611247825646757,"score_spread":0.2443321414081976,"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."}}