{"id":"W6912284124","doi":"10.5281/zenodo.15218713","title":"Ozodiceromyia signatipennis","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"White (mutation); Range (aeronautics); Foothills; Thicket; Vegetation (pathology); Mountain range (options)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001174354,0.0003887285,0.000279901,0.0008295979,0.0005609577,0.0002855691,0.0002075692,0.0002828988,0.009617788],"category_scores_gemma":[0.0002859549,0.0001104795,0.0001404323,0.000614123,0.0002721671,0.0008577883,0.0007500731,0.000321344,0.001627637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004104598,"about_ca_system_score_gemma":0.0002786907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003602074,"about_ca_topic_score_gemma":0.01273731,"domain_scores_codex":[0.9999195,0.000008651497,0.0000126459,0.00002119672,0.00002133453,0.00001661582],"domain_scores_gemma":[0.9998994,0.00001420449,0.00003580129,0.000008106002,0.00001525318,0.00002721601],"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":[0.003755372,0.000289765,0.09813921,0.002242658,0.0001486154,0.008018348,0.001785855,0.001680534,0.4614547,0.005309528,0.03092314,0.3862523],"study_design_scores_gemma":[0.000217102,0.0006415335,0.8172255,0.0003873899,0.0001446978,0.006686941,0.001882297,0.0006911216,0.01281464,0.001335317,0.1579208,0.00005267564],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8468651,0.003355421,0.0026019,0.0007945475,0.0002950873,0.0001534747,0.005484412,0.0001883595,0.1402618],"genre_scores_gemma":[0.9675203,0.00178553,0.002146237,0.0004344883,0.00004219404,0.00008474863,0.002550916,0.00001843474,0.02541718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009617788,"threshold_uncertainty_score":0.03217465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03442586925388134,"score_gpt":0.225257657516252,"score_spread":0.1908317882623706,"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."}}