{"id":"W79915166","doi":"10.2166/wqrj.2005.018","title":"Application de la respirométrie pour le suivi de l'activité de la biomasse d'un biofiltre sur lit organique traitant du lisier de porc","year":2005,"lang":"fr","type":"article","venue":"Water Quality Research Journal","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Recherche Industrielle du Québec; Université Laval","funders":"","keywords":"Biofilter; Forestry; Chemistry; Environmental science; Environmental engineering; Geography","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02565987,0.00034715,0.0004662294,0.0003970898,0.0005404198,0.0006258608,0.0009680557,0.00114832,0.0007909519],"category_scores_gemma":[0.006314611,0.0002915255,0.0003135101,0.0004691638,0.0005322449,0.0004430066,0.0003055837,0.003611237,0.0001148195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002080967,"about_ca_system_score_gemma":0.001734428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001455839,"about_ca_topic_score_gemma":0.00004284578,"domain_scores_codex":[0.9917117,0.004030738,0.0007857056,0.0004520556,0.0007486063,0.002271142],"domain_scores_gemma":[0.995383,0.00259015,0.0001392886,0.0005464125,0.0003930452,0.0009480545],"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":[0.0002432377,0.0006299483,0.006114476,0.0001703332,0.0001538425,0.0002874166,0.001932516,0.0003234673,0.9262035,0.002086473,0.007074534,0.05478026],"study_design_scores_gemma":[0.00148418,0.00007227015,0.005399456,0.0001655381,0.00003157848,0.001403574,0.0006507409,0.007063982,0.8670465,0.0205986,0.09573645,0.0003471295],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8421588,0.002132537,0.1013537,0.05270267,0.00004503911,0.0002129876,0.00004323196,0.0001898374,0.001161178],"genre_scores_gemma":[0.9805796,0.001213582,0.01210396,0.0001583319,0.001224015,0.00004691279,0.000007643386,0.00009290191,0.004573054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1384208,"threshold_uncertainty_score":0.9999537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03968077929698468,"score_gpt":0.3610939434263136,"score_spread":0.321413164129329,"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."}}