{"id":"W6949487559","doi":"10.5281/zenodo.15020869","title":"Euura lichtwardti","year":2025,"lang":"en","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":"University of Guelph","funders":"","keywords":"Homonym (biology); Czech; Type (biology); Taxonomy (biology); Old World","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":[],"consensus_categories":[],"category_scores_codex":[0.00006102166,0.0006535554,0.0003518659,0.001630253,0.001054655,0.0005373386,0.0003972311,0.0004635022,0.03619285],"category_scores_gemma":[0.0001936701,0.0001746342,0.0001561748,0.0009245079,0.0004314462,0.001128818,0.0008738468,0.0004088848,0.01063327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003773507,"about_ca_system_score_gemma":0.0002351367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002545004,"about_ca_topic_score_gemma":0.005492373,"domain_scores_codex":[0.9998628,0.0000124934,0.00001593823,0.00004609755,0.00003620285,0.00002642307],"domain_scores_gemma":[0.9999336,0.000009131553,0.00002375494,0.00001022594,0.00001482873,0.000008564176],"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":[0.0001949094,0.00008024409,0.01159875,0.0007243393,0.00004794455,0.001394674,0.001223954,0.000221598,0.02321962,0.00554383,0.01556299,0.9401872],"study_design_scores_gemma":[0.00007811982,0.0003947645,0.2373146,0.001098712,0.0001693769,0.01647537,0.00207178,0.0003991422,0.005535522,0.002811986,0.7335972,0.00005344183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2251984,0.02806009,0.004146442,0.0002855484,0.0006941233,0.0003552311,0.002842962,0.0007605675,0.7376566],"genre_scores_gemma":[0.9109483,0.009847421,0.004717332,0.0004500964,0.0002822445,0.0001740099,0.003811412,0.00009429963,0.06967491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03619285,"threshold_uncertainty_score":0.1210772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02093722043071065,"score_gpt":0.2396452312317659,"score_spread":0.2187080108010553,"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."}}