{"id":"W6931147282","doi":"10.5281/zenodo.4401250","title":"Paragrallomyia quadrifurca Ferro & Marshall 2020, new species","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Laser-Matter Interactions and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Seta; Spermatheca; Tarsus (eyelids); Wing; Femur; Dorsum; Thorax (insect anatomy); Claw","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":[0.0001037018,0.0004942102,0.0002759558,0.0009745266,0.0010414,0.000288401,0.0005424675,0.0003322113,0.009698615],"category_scores_gemma":[0.0001845807,0.0001723989,0.0001481984,0.0005610994,0.0006202476,0.0007092039,0.0005598955,0.0003838,0.001758319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000780185,"about_ca_system_score_gemma":0.0004889286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01919439,"about_ca_topic_score_gemma":0.0692766,"domain_scores_codex":[0.9999357,0.000004293946,0.000003888643,0.00002577414,0.00001695047,0.00001332532],"domain_scores_gemma":[0.9999319,0.0000090414,0.00002718893,0.000006610806,0.00001236662,0.00001285464],"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":[0.0006647977,0.0002180174,0.06943367,0.001270248,0.00009143209,0.006089825,0.003680695,0.001613882,0.05587914,0.008863374,0.0542017,0.7979932],"study_design_scores_gemma":[0.0001766101,0.0003085418,0.4120475,0.0004506709,0.0001136118,0.01040741,0.001312837,0.002011425,0.001550929,0.001843805,0.5697336,0.00004309491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.611158,0.0238778,0.007315411,0.001596844,0.0005506141,0.0007231332,0.005142827,0.001556536,0.3480788],"genre_scores_gemma":[0.9522093,0.003461294,0.005809356,0.0007573078,0.0001893567,0.0002253592,0.00225541,0.00005020987,0.03504231],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01919439,"threshold_uncertainty_score":0.03816533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04173439859619153,"score_gpt":0.2518721439956105,"score_spread":0.210137745399419,"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."}}