{"id":"W7163070437","doi":"10.5281/zenodo.20495915","title":"Epiphanis cristatus LeConte 1852","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Taxonomy (biology); Nomenclature; Icon; Cape; Genus","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":[0.00008802842,0.000325038,0.000169303,0.0008724661,0.001289716,0.0004907461,0.0004827696,0.0003551526,0.0114129],"category_scores_gemma":[0.0002640908,0.0001498327,0.00009740143,0.0006091914,0.0004985216,0.0005519034,0.0005087078,0.0003130474,0.003403384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001907161,"about_ca_system_score_gemma":0.0007043674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.192661,"about_ca_topic_score_gemma":0.3606454,"domain_scores_codex":[0.9998385,0.000008582689,0.000006284573,0.00005772433,0.00005504717,0.00003375924],"domain_scores_gemma":[0.9998881,0.00001037365,0.00002846437,0.00001171368,0.00004862628,0.0000127311],"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":[0.0005306894,0.00008214725,0.2181842,0.0006261995,0.0001004701,0.00260756,0.002331529,0.0009398517,0.03326275,0.005789551,0.06699345,0.6685516],"study_design_scores_gemma":[0.00002194644,0.00005661841,0.7510644,0.0001732768,0.00003100995,0.002456133,0.0006021199,0.0002346309,0.001566243,0.0003203411,0.2434546,0.00001865233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4597383,0.009060515,0.002613157,0.000420831,0.0003266632,0.0002031271,0.006579864,0.000306913,0.5207507],"genre_scores_gemma":[0.9401708,0.00128717,0.0012524,0.0001912583,0.00007178559,0.00003222972,0.002748876,0.00002870313,0.05421669],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.192661,"threshold_uncertainty_score":0.3830792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02506107775884657,"score_gpt":0.2512569010256896,"score_spread":0.226195823266843,"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."}}