{"id":"W6950328828","doi":"10.5281/zenodo.8243771","title":"Alaskacladius Namayandeh & Hudson & Ghaderi & Vasquez & Ram 2023, gen. nov.","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Seta; Lobe; Tarsus (eyelids); Wing; Genus; Sensillum; Bristle; Hexagonal crystal system","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":[0.000568993,0.000156043,0.0001503023,0.0002849622,0.002346267,0.0006393108,0.0007683949,0.00008617459,0.1073124],"category_scores_gemma":[0.0001698867,0.0001608627,0.00007571892,0.0009531351,0.0001734222,0.0003333031,0.0002836047,0.0002583507,0.1212822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002206095,"about_ca_system_score_gemma":0.000005082105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001811642,"about_ca_topic_score_gemma":0.000009376367,"domain_scores_codex":[0.9982365,0.0002205657,0.0001925521,0.0004432571,0.0003892083,0.0005179388],"domain_scores_gemma":[0.9991336,0.0000410391,0.00007252554,0.0003416067,0.0001568871,0.0002542669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001571162,0.00006295787,0.001878978,0.00006796603,0.000099669,0.0001983385,0.001580691,0.0008007419,0.0002680704,0.0002447032,0.709874,0.2847667],"study_design_scores_gemma":[0.0004554243,0.0001852068,0.03386755,0.00001245013,0.00001331172,0.00008137286,0.0006546185,0.001809386,0.00007737976,0.00006442934,0.9625723,0.0002065702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4357251,0.0002141013,0.0007853269,0.002073101,0.0006960256,0.0007993419,0.001277615,0.002707977,0.5557214],"genre_scores_gemma":[0.9902883,0.0001361108,0.000203042,0.0003344597,0.0002544227,1.193838e-8,0.004932117,0.0001997008,0.003651899],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5545632,"threshold_uncertainty_score":0.9989526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06952884525222039,"score_gpt":0.2123583817577559,"score_spread":0.1428295365055355,"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."}}