{"id":"W4296410395","doi":"","title":"Variability estimation of urban wastewater biodegradable fractions by respirometry","year":2005,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Respirometry; Wastewater; Estimation; Environmental science; Chemistry; Environmental engineering; Economics; Biochemistry","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":[0.001094348,0.0003694512,0.0006220542,0.001177381,0.0001903886,0.0004923135,0.0004932927,0.0004127405,0.0001819111],"category_scores_gemma":[0.002873494,0.0002131695,0.0004985931,0.0006337804,0.0002268934,0.0003638902,0.0003984255,0.0003004528,0.00009405141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003228989,"about_ca_system_score_gemma":0.0001706969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009859214,"about_ca_topic_score_gemma":0.001223555,"domain_scores_codex":[0.9988385,0.0002448205,0.00006860994,0.0003412474,0.0004492302,0.00005759196],"domain_scores_gemma":[0.9984556,0.0008141687,0.0003380969,0.000149601,0.0002203388,0.00002208579],"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":[0.000416349,0.00009058422,0.0750161,0.0001622495,0.000228647,0.00007753755,0.0002502256,0.02771659,0.8207348,0.0002444235,0.0000873475,0.0749752],"study_design_scores_gemma":[0.00003206563,0.0007389409,0.2514156,0.00002024286,0.0001826499,0.0004556951,0.0001777218,0.1799331,0.5648175,0.0008634441,0.001228378,0.0001346729],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.763828,0.0002674126,0.2349734,0.0000194761,0.000005899379,0.0000453896,0.0002357472,0.0002202993,0.0004042987],"genre_scores_gemma":[0.9650333,0.00009935247,0.0342275,0.000007837926,0.00000658144,0.00005745366,0.000346797,0.00003566678,0.0001856147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001177381,"threshold_uncertainty_score":0.005787492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01003425933305642,"score_gpt":0.2235749387252503,"score_spread":0.2135406793921939,"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."}}