{"id":"W6893282975","doi":"10.5281/zenodo.15296717","title":"Dialineura Rondani 1856","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":"Boreal; Genus; Taiga; Key (lock); Taxonomy (biology)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003754412,0.00009681565,0.0001003493,0.00004879828,0.001821688,0.0007021303,0.0007383503,0.00004743258,0.01255208],"category_scores_gemma":[0.0003269005,0.00004851832,0.00005916945,0.0006461379,0.0001000438,0.000159581,0.0007478251,0.0001883728,0.004603453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000512101,"about_ca_system_score_gemma":0.000001727581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003829688,"about_ca_topic_score_gemma":0.000003026297,"domain_scores_codex":[0.9987729,0.0002010183,0.0001590598,0.0003089357,0.0002135289,0.000344616],"domain_scores_gemma":[0.9994033,0.00004266808,0.0000380557,0.0001158964,0.0002606651,0.0001394269],"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":[0.00005802045,0.0001262329,0.00005901479,0.00001731499,0.00002401949,0.000009732648,0.00004783197,0.000003262738,0.03002065,0.005414932,0.1653235,0.7988955],"study_design_scores_gemma":[0.0001559149,0.000144966,0.005640064,0.00001207517,0.000003844049,0.000009682999,0.00007728422,0.00005891571,0.0007754003,0.0002438104,0.992785,0.00009303569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4988159,0.0002150505,0.0004162517,0.01030631,0.0001920919,0.0007879639,0.0003421732,0.001243926,0.4876804],"genre_scores_gemma":[0.995308,0.00005763739,0.00005821208,0.0004246887,0.0001797647,6.110891e-8,0.001196848,0.00003317462,0.002741579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8274615,"threshold_uncertainty_score":0.9994778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02992738480115236,"score_gpt":0.2258761922032984,"score_spread":0.195948807402146,"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."}}