{"id":"W1976166326","doi":"10.13031/2013.37061","title":"Technical Note: An Algorithm for the Detection of Steady-State Measurements of Gas Emissions From Compost","year":2011,"lang":"en","type":"article","venue":"Applied Engineering in Agriculture","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compost; Steady state (chemistry); Environmental science; Algorithm; Waste management; Engineering; Computer science; Chemistry; Physical chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001490493,0.00155312,0.0007507363,0.001250979,0.0008794478,0.001689046,0.002060584,0.00176321,0.005274309],"category_scores_gemma":[0.00751447,0.0005319235,0.0007651348,0.0009597099,0.0006953109,0.001335944,0.001404987,0.001746302,0.007211399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006481184,"about_ca_system_score_gemma":0.001715452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001929056,"about_ca_topic_score_gemma":0.002017561,"domain_scores_codex":[0.9983934,0.0002109808,0.0002135547,0.0004200447,0.0006613822,0.0001006416],"domain_scores_gemma":[0.9980093,0.0007268371,0.000153358,0.0002036802,0.0008436525,0.00006325795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003876235,0.0001818341,0.00206074,0.0002592173,0.00009832815,0.0003721088,0.0002000259,0.05730216,0.03643848,0.009705932,0.01459629,0.8783972],"study_design_scores_gemma":[0.00009157865,0.0001492969,0.0009926464,0.00004440308,0.0000393493,0.000837327,0.00005426999,0.9302304,0.03628475,0.006270016,0.02495103,0.00005485292],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001099105,0.00004911224,0.9962134,0.00005892997,0.00004237481,0.00007064236,0.0000348819,0.002018341,0.0004131491],"genre_scores_gemma":[0.02037433,0.00006788091,0.9771693,0.00008666565,0.00004109046,0.0003473473,0.0002226451,0.0001488869,0.00154177],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005274309,"threshold_uncertainty_score":0.01764429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02888196148743931,"score_gpt":0.2247103971830555,"score_spread":0.1958284356956162,"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."}}