{"id":"W2114373041","doi":"10.11646/zootaxa.1629.1.2","title":"Leptopezella, a new Southern Hemisphere genus of Ocydromiinae (Diptera: Empidoidea: Hybotidae)","year":2007,"lang":"en","type":"article","venue":"Zootaxa","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Canadian Food Inspection Agency","funders":"","keywords":"Biology; Southern Hemisphere; Genus; Zoology; Western hemisphere; Ecology; Ethnology","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":[0.0001952321,0.0009195589,0.0004015201,0.001354622,0.00199094,0.000845836,0.0004771599,0.0005555075,0.004010758],"category_scores_gemma":[0.000561223,0.0002334221,0.0002509256,0.0006492117,0.000548237,0.001293927,0.001350527,0.0006178363,0.0009007543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006636436,"about_ca_system_score_gemma":0.001087095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006318566,"about_ca_topic_score_gemma":0.01648269,"domain_scores_codex":[0.9998699,0.00001690395,0.00001706798,0.00002788189,0.0000331978,0.00003496743],"domain_scores_gemma":[0.9997126,0.00003216242,0.00009584278,0.00002431879,0.00005278162,0.00008219302],"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":[0.001131584,0.0002182361,0.2068789,0.001401903,0.0001180174,0.004582282,0.004854871,0.0006547555,0.06066926,0.002852851,0.009652385,0.7069849],"study_design_scores_gemma":[0.0001380296,0.001109286,0.5761377,0.001323612,0.0002488557,0.01125134,0.005438977,0.001346568,0.00323158,0.001426934,0.3982593,0.00008782016],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8977757,0.02588587,0.0147344,0.001271543,0.001103936,0.0007924939,0.002428998,0.001080168,0.05492686],"genre_scores_gemma":[0.9444248,0.01609842,0.02007589,0.001256341,0.0005097415,0.0004798888,0.002710225,0.00006227745,0.01438232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006318566,"threshold_uncertainty_score":0.01341736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970638161888705,"score_gpt":0.2179941858218772,"score_spread":0.1982878042029902,"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."}}