{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001620049,0.0001170311,0.0002097144,0.0001293092,0.0002096377,0.00001449114,0.0006787607,0.00009284007,0.00004742846],"category_scores_gemma":[0.0001672199,0.00008503906,0.0001242887,0.0004347088,0.0003336612,0.0001316971,0.0002466485,0.0003606643,0.00001028323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003971485,"about_ca_system_score_gemma":0.00001634464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003595684,"about_ca_topic_score_gemma":0.000007033751,"domain_scores_codex":[0.998771,0.0001274254,0.0003095857,0.0001239675,0.0004126159,0.0002554004],"domain_scores_gemma":[0.9990021,0.0002035198,0.0004502232,0.0002092408,0.00003216322,0.0001027376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003421692,0.0005214218,0.478865,0.00002842999,0.0002343353,0.0002920318,0.009206305,0.0007388279,0.4849366,0.0005833597,0.004429991,0.016742],"study_design_scores_gemma":[0.001987655,0.001718208,0.6016272,0.00002448722,0.00009763899,0.00004379787,0.01029593,0.00001539972,0.3733025,0.0001679785,0.01048293,0.0002363362],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969465,0.00006181189,0.001682085,0.0001851149,0.0002756741,0.00009511953,0.000008653336,0.00001807867,0.0007269301],"genre_scores_gemma":[0.9951365,0.00002385421,0.003824581,0.00001190466,0.00001759157,3.587301e-8,2.574888e-7,0.00000622873,0.0009790207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1227622,"threshold_uncertainty_score":0.3467793,"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."}}