{"id":"W6968001656","doi":"10.5281/zenodo.14596662","title":"FIGURES 28, 29 in Illustrated key to the genera and catalogue of Mymaridae (Hymenoptera) in the Neotropical region","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Key (lock); Taxonomy (biology); Taxonomic key","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008853513,0.0008172593,0.0003214307,0.002625541,0.00051059,0.0004926614,0.0005651012,0.0002624857,0.4213651],"category_scores_gemma":[0.0003883135,0.0002050597,0.0003128845,0.002664842,0.0003363586,0.0008369451,0.0005977642,0.000599539,0.252393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005471097,"about_ca_system_score_gemma":0.0005611379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01742069,"about_ca_topic_score_gemma":0.03808742,"domain_scores_codex":[0.9999205,0.000005793353,0.000006487698,0.00002421395,0.00002865642,0.00001450617],"domain_scores_gemma":[0.9998871,0.00001015147,0.00001261381,0.00001193921,0.00005573946,0.00002236347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003992559,0.00001353188,0.0009216049,0.0002725737,0.000005796911,0.00009922105,0.0001904818,0.0001307367,0.001650595,0.004208262,0.9026034,0.08986384],"study_design_scores_gemma":[0.000004036438,0.000004094587,0.006233912,0.00004332769,0.000002688145,0.0001533663,0.0000846282,0.00003360231,0.00008575415,0.0004963018,0.992855,0.000003349208],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004511256,0.002947935,0.003321939,0.000450456,0.001357375,0.0003209107,0.1079753,0.002722525,0.8763922],"genre_scores_gemma":[0.02226541,0.004503926,0.01506569,0.0003853845,0.000275549,0.0003751225,0.1367383,0.002023485,0.8183672],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4213651,"threshold_uncertainty_score":0.8253524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03137271930268493,"score_gpt":0.238017007372037,"score_spread":0.2066442880693521,"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."}}