{"id":"W4243871875","doi":"10.3897/arphapreprints.e64986","title":"Hemithea aestivaria (Hübner) (Lepidoptera: Geometridae), a Palaearctic moth new to eastern North America","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lepidoptera genitalia; Range (aeronautics); Geography; Ecology; Biology; Engineering","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":[0.00009533797,0.0002500003,0.0001149752,0.0004233622,0.0009896278,0.0005905263,0.0001446802,0.0001346653,0.001867873],"category_scores_gemma":[0.000164013,0.00007660743,0.00007750461,0.0005456939,0.0002752592,0.0002067299,0.000412518,0.0002757172,0.0006239542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006607399,"about_ca_system_score_gemma":0.0009573664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1758369,"about_ca_topic_score_gemma":0.4928097,"domain_scores_codex":[0.9999191,0.000002990332,0.000002815734,0.00002224267,0.00002839235,0.00002445247],"domain_scores_gemma":[0.9998745,0.00001034847,0.00003022555,0.000009105256,0.00004396433,0.00003179069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001454703,0.00005767668,0.7276589,0.0002265994,0.00006521951,0.001688798,0.003814618,0.000156098,0.09670412,0.0004668553,0.003960546,0.165055],"study_design_scores_gemma":[0.000001952661,0.00002042794,0.9755011,0.00001303749,0.000008501004,0.0008510803,0.0008702093,0.00004710453,0.003105583,0.00005924323,0.0195153,0.000006456919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831557,0.001972902,0.0008542654,0.0001310253,0.00002816943,0.00002706074,0.001887485,0.00007664611,0.0118667],"genre_scores_gemma":[0.9721862,0.002359539,0.002566381,0.0001658058,0.00002207961,0.00001362481,0.003756166,0.00002496133,0.01890512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1758369,"threshold_uncertainty_score":0.3496268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759792892778678,"score_gpt":0.245218449634179,"score_spread":0.2276205207063923,"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."}}