{"id":"W6912192225","doi":"10.5281/zenodo.15388912","title":"Atrichopogon Kieffer 1906","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Orthoptera Research and Taxonomy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Variety (cybernetics); Genus; Taxonomy (biology); Larva","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":[0.0001384037,0.000655215,0.0003821261,0.002277975,0.001442764,0.0004382916,0.0008559561,0.0005163855,0.01451459],"category_scores_gemma":[0.0004532142,0.0002514432,0.0002245272,0.001057499,0.0003922396,0.001292257,0.0007728732,0.0005326642,0.00390643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006091563,"about_ca_system_score_gemma":0.0003176947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009292626,"about_ca_topic_score_gemma":0.01392752,"domain_scores_codex":[0.9997724,0.00001521205,0.00001816069,0.00006180465,0.00009277428,0.0000397318],"domain_scores_gemma":[0.9999089,0.00001223434,0.00003041394,0.000009662096,0.00002838738,0.00001037725],"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":[0.0002004347,0.00009561652,0.01168768,0.000467279,0.00004603105,0.001135287,0.0008017786,0.0006619523,0.01266707,0.00609694,0.01745703,0.9486829],"study_design_scores_gemma":[0.00007411408,0.0003828296,0.1814561,0.00088485,0.0001837505,0.008884239,0.0009009237,0.001632283,0.006294373,0.003912834,0.7953352,0.00005852427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.342209,0.03566698,0.01399759,0.0007485907,0.00140986,0.0005106289,0.003168792,0.001210573,0.6010781],"genre_scores_gemma":[0.9219005,0.008149451,0.007896091,0.0006730055,0.0003081576,0.0001310302,0.002763365,0.00006348685,0.05811501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01451459,"threshold_uncertainty_score":0.04855615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02502345710192781,"score_gpt":0.2212926183800235,"score_spread":0.1962691612780957,"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."}}