{"id":"W6968082127","doi":"10.5281/zenodo.13260704","title":"Hesperinus Walker 1848","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fossil Insects in Amber","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apex (geometry); Genus; Thorax (insect anatomy); Dorsum; Vein; Sternum; Male genitalia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006776146,0.0006973748,0.0003000672,0.00130078,0.0005674295,0.0002212231,0.0003423657,0.0002966911,0.01012094],"category_scores_gemma":[0.0001788,0.000165193,0.00008441037,0.0005042879,0.0003628482,0.0008960082,0.0004489945,0.0001914289,0.003416625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179659,"about_ca_system_score_gemma":0.0001705859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001290433,"about_ca_topic_score_gemma":0.001643954,"domain_scores_codex":[0.9999143,0.000009181535,0.000009245166,0.00003101024,0.00002526231,0.00001091443],"domain_scores_gemma":[0.9999323,0.000009718639,0.00002883143,0.000004033282,0.00001607207,0.000009001423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001099544,0.0001763045,0.04283487,0.001874972,0.0001159422,0.006760516,0.002220129,0.001183452,0.06750738,0.004036704,0.03739853,0.8347917],"study_design_scores_gemma":[0.0001458392,0.0007755545,0.3794079,0.0007262131,0.0001704584,0.02741422,0.002154655,0.001758768,0.01581934,0.002827045,0.5686861,0.0001138753],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6577337,0.01741318,0.006748851,0.0005390898,0.000685701,0.0006459239,0.003986401,0.001869594,0.3103775],"genre_scores_gemma":[0.9512963,0.004222738,0.004744873,0.0004752192,0.0003126232,0.0001662709,0.002103267,0.00004764164,0.03663113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01012094,"threshold_uncertainty_score":0.03385788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03769994071729112,"score_gpt":0.2329422005246836,"score_spread":0.1952422598073925,"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."}}