{"id":"W6893471934","doi":"10.5281/zenodo.16281873","title":"EU Grassland Butterfly Indicator 1990-2023 Technical report","year":2025,"lang":"en","type":"report","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Biodiversity Monitoring Institute","funders":"National Bioscience Database Center; Directorate-General for the Environment; Natural Environment Research Council; Suomen Ympäristökeskus; Centre National de la Recherche Scientifique; Universität Innsbruck; Helmholtz-Zentrum für Umweltforschung; Muséum National d'Histoire Naturelle; Lunds Universitet; Univerza v Ljubljani; Agentschap voor Natuur en Bos; European Commission; Universidad Autónoma de Madrid","keywords":"Butterfly; Habitat; Grassland; Biodiversity; Agriculture; Transect; Habitats Directive; Indicator species","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":[0.002618316,0.001041966,0.0004896981,0.004434672,0.0002129269,0.00144173,0.001064641,0.0006071517,0.009246286],"category_scores_gemma":[0.003212932,0.0003675584,0.0006908361,0.005571148,0.0001354805,0.0008349053,0.0008859649,0.0004070767,0.008017631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001593764,"about_ca_system_score_gemma":0.002230771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04217436,"about_ca_topic_score_gemma":0.01739414,"domain_scores_codex":[0.9983126,0.000214214,0.0003064857,0.0002186299,0.0007843205,0.0001638889],"domain_scores_gemma":[0.9970631,0.0002028574,0.0006733773,0.000144699,0.001735515,0.0001804842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007489184,0.0001579353,0.06216238,0.003125859,0.0002365241,0.0002655956,0.0001453423,0.004065222,0.001611244,0.002473871,0.8096721,0.1153351],"study_design_scores_gemma":[0.0001075682,0.0002593398,0.3440466,0.000763701,0.0001233198,0.0002540633,0.0001868779,0.001954364,0.002495783,0.0005192508,0.6492528,0.00003639137],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.02678734,0.006555825,0.003735792,0.001137721,0.001020039,0.0009805198,0.8945383,0.001277369,0.06396712],"genre_scores_gemma":[0.04804399,0.003944261,0.007837475,0.0005337081,0.0002096061,0.001338536,0.9173692,0.0002975118,0.02042583],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04217436,"threshold_uncertainty_score":0.08385777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642499552200633,"score_gpt":0.2513726349174992,"score_spread":0.2349476393954929,"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."}}