{"id":"W2972690868","doi":"10.11646/zootaxa.4670.1.1","title":"Rhamphomyia Meigen of the Canadian Arctic Archipelago, Greenland and Iceland (Diptera: Empididae)","year":2019,"lang":"ceb","type":"article","venue":"Zootaxa","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Canadian Food Inspection Agency","funders":"","keywords":"Biology; Archipelago; Arctic; Zoology; The arctic; Ecology; Oceanography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002540179,0.0002884544,0.0003795568,0.00003465661,0.0004125843,0.0001860293,0.0005554945,0.0002171212,0.003826529],"category_scores_gemma":[0.0000370245,0.0001122524,0.0001870302,0.0003089852,0.000328839,0.0001361625,0.0002025409,0.0003160764,0.0002138774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000923586,"about_ca_system_score_gemma":0.0001203047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.267879,"about_ca_topic_score_gemma":0.7895207,"domain_scores_codex":[0.9981391,0.0001464046,0.0003657563,0.0004636153,0.0003104111,0.0005747527],"domain_scores_gemma":[0.9989697,0.0001397955,0.000219828,0.0002429718,0.00009225108,0.0003354861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002776122,0.00006280213,0.7892162,0.00005030472,0.00003444824,0.000008102593,0.0003912059,7.951534e-7,0.0006801543,0.0004166244,0.0003253132,0.2087863],"study_design_scores_gemma":[0.0002421764,0.0001706133,0.6052862,0.00009920169,0.00005081289,0.00001578289,0.0003056507,0.00001027935,0.0001942583,0.00003521217,0.3933833,0.0002064676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821832,0.0006878764,1.174785e-7,0.002035567,0.0007767892,0.0006093127,0.0001718199,0.00001016647,0.01352513],"genre_scores_gemma":[0.9925299,0.00007483116,0.00002170951,0.0003767762,0.0002449561,0.00000827957,0.00001688115,0.000003023797,0.00672365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5216417,"threshold_uncertainty_score":0.9970841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01594896670415239,"score_gpt":0.2019804120408573,"score_spread":0.1860314453367049,"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."}}