{"id":"W6930978364","doi":"10.5281/zenodo.15388952","title":"Culicoides ornatus Taylor 1913","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Copper-based nanomaterials and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Subgenus; Taxonomy (biology); Ectotherm; Culicoides; Pileus","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":[0.0001137179,0.0004908988,0.0002093534,0.001082167,0.0007660697,0.0003983579,0.0003266886,0.0002796049,0.01189049],"category_scores_gemma":[0.0002777554,0.0001366179,0.0001265059,0.0004920918,0.0003334103,0.0006192196,0.0003951078,0.0003116629,0.004269037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005884632,"about_ca_system_score_gemma":0.0002016801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01197009,"about_ca_topic_score_gemma":0.02239873,"domain_scores_codex":[0.9998628,0.00001045698,0.00001335562,0.00005664226,0.00003031376,0.00002651892],"domain_scores_gemma":[0.9998265,0.0000332836,0.00006945371,0.0000140304,0.00003591217,0.00002086226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001511396,0.0003415375,0.1715676,0.001090507,0.0001346003,0.004281342,0.002738876,0.0009348223,0.064398,0.0057937,0.03368749,0.7135202],"study_design_scores_gemma":[0.00006987946,0.0005996363,0.659108,0.0004105236,0.0001493436,0.01101302,0.002633747,0.0007651441,0.01293429,0.001434122,0.3108306,0.00005164332],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6318902,0.02904203,0.004487602,0.0008015743,0.0009652174,0.0003418387,0.009046192,0.0009331519,0.3224922],"genre_scores_gemma":[0.9279239,0.006800479,0.004146229,0.0004230968,0.0001379083,0.00007370699,0.004622293,0.0000250791,0.05584732],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01197009,"threshold_uncertainty_score":0.0397777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282100968908178,"score_gpt":0.2571604659446369,"score_spread":0.2343394562555551,"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."}}