{"id":"W6893625586","doi":"10.5281/zenodo.3796903","title":"Rhamphomyia (Eorhamphomyia) shewelli Sinclair, Vajda, Saigusa & Shamshev 2019, sp. nov.","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":"Field (mathematics); Third party; Field research; Research data","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":[0.0002438389,0.001430937,0.0006484078,0.001605564,0.002929409,0.0008573855,0.001043067,0.001207929,0.0206481],"category_scores_gemma":[0.0007709747,0.0004211766,0.0002560401,0.002021216,0.0008522625,0.001549783,0.001016247,0.001526554,0.01278536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001691198,"about_ca_system_score_gemma":0.001591718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08653602,"about_ca_topic_score_gemma":0.1777498,"domain_scores_codex":[0.9997466,0.00002055748,0.00002913787,0.00007362379,0.0000765971,0.00005345488],"domain_scores_gemma":[0.9997814,0.00003367519,0.00007205626,0.00003185324,0.00005019014,0.00003076629],"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":[0.0004971039,0.000171719,0.02601001,0.001434466,0.0001974703,0.002642647,0.002694082,0.001093784,0.01549478,0.00286809,0.08660121,0.8602947],"study_design_scores_gemma":[0.0002165861,0.0003232779,0.257072,0.002118411,0.0003518458,0.007044603,0.004383134,0.0008692455,0.003318473,0.001192314,0.7230104,0.00009963231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2888901,0.05789051,0.008676815,0.002861249,0.006431344,0.002675283,0.03116048,0.002110102,0.5993041],"genre_scores_gemma":[0.768882,0.03637234,0.01957087,0.002846994,0.001088645,0.001652419,0.01946487,0.0003138413,0.1498081],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08653602,"threshold_uncertainty_score":0.1720647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706400150782362,"score_gpt":0.2064408090066417,"score_spread":0.1793768074988181,"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."}}