{"id":"W2369828821","doi":"","title":"THE CONTENT OF IMMOBILIZED MICROORGANISM ON MAGNETIC CARRIERS BY NINHYDRIN COLORIMETRIC METHOD","year":2007,"lang":"en","type":"article","venue":"Journal of South China Normal University","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Ninhydrin; Absorbance; Microorganism; Biomass (ecology); Chemistry; Bacteria; Absorption (acoustics); Wastewater; Chromatography; Materials science; Biochemistry; Environmental engineering; Environmental science; Biology; Agronomy","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":[0.0002726538,0.0006705422,0.0003069718,0.0005886208,0.000235717,0.0002546687,0.0003381604,0.000265775,0.0007900802],"category_scores_gemma":[0.0003820811,0.0002241696,0.000169386,0.0003455972,0.0003158895,0.0002980781,0.0002485536,0.0004479041,0.0002394194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002492924,"about_ca_system_score_gemma":0.0002238046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008484866,"about_ca_topic_score_gemma":0.001453716,"domain_scores_codex":[0.9995936,0.00006529425,0.00002823906,0.00007620949,0.0001926037,0.00004417609],"domain_scores_gemma":[0.9997606,0.00005885477,0.00005709592,0.00001612487,0.000084289,0.00002312708],"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":[0.00001578211,0.0000067049,0.0001429122,0.00003675404,0.000002859604,0.000009038268,0.00002050856,0.00002081715,0.9990947,0.00002895129,0.000009433466,0.0006115552],"study_design_scores_gemma":[0.000002020985,0.00008576269,0.001553279,0.000005602984,0.00001163645,0.00003466339,0.0000251987,0.0006663132,0.9969962,0.0000305247,0.0005840195,0.00000481363],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643454,0.002472552,0.02851493,0.0001493972,0.00008111753,0.00006610356,0.0002762933,0.0002331023,0.003861069],"genre_scores_gemma":[0.9474522,0.002400723,0.043509,0.0000606427,0.00004468738,0.0001493028,0.0008110531,0.00005332992,0.005519052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008484866,"threshold_uncertainty_score":0.002643108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01367124754874178,"score_gpt":0.2178361021022272,"score_spread":0.2041648545534855,"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."}}