{"id":"W4412229146","doi":"","title":"VUDP-Slutrapport: Renseteknologier for nye pesticidrester (DMS og metabolitter fra alachlor og dimethachlor) på vandværker","year":2023,"lang":"da","type":"report","venue":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","topic":"Statistical and Computational Modeling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kruger (Canada)","funders":"","keywords":"Alachlor; Environmental science; Biology; Ecology","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","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003108604,0.001957095,0.004439401,0.001850572,0.001200594,0.0001606743,0.007566608,0.003581239,0.001731998],"category_scores_gemma":[0.002147777,0.002315189,0.003089763,0.003093507,0.003828421,0.001128599,0.006062914,0.003408588,0.0007828082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145567,"about_ca_system_score_gemma":0.002465119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001163924,"about_ca_topic_score_gemma":0.0005444851,"domain_scores_codex":[0.9865345,0.0007658509,0.002448416,0.004078936,0.003692068,0.002480227],"domain_scores_gemma":[0.9829258,0.006439326,0.002748821,0.003162285,0.003348659,0.001375084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02271592,0.01548205,0.009161648,0.01248194,0.0148206,0.02179451,0.002790714,0.008365355,0.01280509,0.1506097,0.5373308,0.1916417],"study_design_scores_gemma":[0.03057498,0.01102153,0.157329,0.01145358,0.02155148,0.002483316,0.003934607,0.1034119,0.00147511,0.1207202,0.5160079,0.02003638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01081103,0.00121127,0.9652106,0.003121516,0.001645931,0.003227523,0.0022259,0.00101217,0.01153413],"genre_scores_gemma":[0.5520777,0.006545959,0.3866697,0.0005960055,0.0007910693,0.00001305529,0.001060895,0.0004803257,0.0517653],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5785409,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08995835697418544,"score_gpt":0.2910805614513171,"score_spread":0.2011222044771316,"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."}}