{"id":"W6968629229","doi":"10.5281/zenodo.3796956","title":"Rhamphomyia herschelli Malloch","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Canadian Food Inspection Agency","funders":"","keywords":"Holotype; Paratype; Type (biology); Identity (music); Taxonomy (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00005253506,0.0003128353,0.0001875183,0.0006347465,0.001007652,0.0003161595,0.0003592972,0.0004044819,0.02372452],"category_scores_gemma":[0.0001449107,0.0001530424,0.0001027274,0.0005773765,0.0003261026,0.0005838169,0.0007534376,0.000341874,0.004808785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008836472,"about_ca_system_score_gemma":0.0004044478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06515256,"about_ca_topic_score_gemma":0.1593891,"domain_scores_codex":[0.9999231,0.000003996686,0.000004754972,0.0000270429,0.00001962752,0.00002139526],"domain_scores_gemma":[0.9999492,0.000006534699,0.00001664168,0.000006518105,0.00001344323,0.000007537692],"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":[0.0008772491,0.0001516029,0.07106704,0.001654628,0.0001005954,0.00506771,0.004866326,0.000654871,0.1368349,0.005002146,0.06679659,0.7069263],"study_design_scores_gemma":[0.00005067043,0.0001306869,0.500846,0.000683577,0.00008574794,0.004872303,0.002823729,0.0002383431,0.007376323,0.000741552,0.4820996,0.00005151418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5027994,0.009898629,0.001558389,0.0006684609,0.0003272681,0.0003259002,0.006123115,0.0003979365,0.4779009],"genre_scores_gemma":[0.9095026,0.002416384,0.002136501,0.0004167011,0.00009849486,0.00008344193,0.002167941,0.00004428272,0.08313373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06515256,"threshold_uncertainty_score":0.1295466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03316853869797112,"score_gpt":0.2054149054786545,"score_spread":0.1722463667806834,"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."}}