{"id":"W7018128561","doi":"","title":"Compliance and Enforcement Section Quarterly Non-Compliance Report CY 2021","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enforcement; Section (typography); Clean Water Act; Quarter (Canadian coin); Compliance (psychology); Control (management)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002459663,0.0002800796,0.0003533167,0.00003243529,0.0001358197,0.00004337701,0.0001882701,0.0002113762,0.2205486],"category_scores_gemma":[0.00002461331,0.0002600618,0.00008698319,0.00001236521,0.0002978137,4.433199e-7,0.0001348046,0.000187927,0.01474698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007987877,"about_ca_system_score_gemma":0.000004436037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02188938,"about_ca_topic_score_gemma":0.006092691,"domain_scores_codex":[0.998405,0.00003906039,0.0005664618,0.000286757,0.0004213816,0.0002813351],"domain_scores_gemma":[0.9990096,0.00004641612,0.0005157713,0.0003176442,0.00002193359,0.00008861165],"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":[0.00002060937,0.00002126047,0.00004722826,0.0002986582,0.00004449178,0.00003805721,0.0006535635,0.0003360463,8.734106e-7,0.000002820225,0.995392,0.003144377],"study_design_scores_gemma":[0.0002584068,0.0001383175,0.0002516262,0.0003393693,0.0000263048,0.00009936612,0.0003050139,0.00006072028,0.000004774157,0.00001152346,0.998217,0.0002875976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001796149,0.00008254114,0.000002853334,0.0001443931,0.0003924069,0.0003768636,0.0000445841,0.0001362068,0.9986405],"genre_scores_gemma":[0.002315679,0.0002478425,0.0004111595,0.00008997016,0.0001660619,0.00002453769,0.00004902496,0.0000940547,0.9966016],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2058016,"threshold_uncertainty_score":0.9999852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055411956260463,"score_gpt":0.2121485911649209,"score_spread":0.1915944716023162,"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."}}