{"id":"W6893578323","doi":"10.5281/zenodo.3796953","title":"Rhamphomyia laevigata Loew","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; Pencil (optics); Type (biology); Carton","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":[0.0000959247,0.0004329438,0.0002768845,0.0008114262,0.0009401677,0.0004362369,0.000464848,0.0002651474,0.01205494],"category_scores_gemma":[0.0001653643,0.0001221448,0.0001221563,0.0004414401,0.0002562433,0.0006874658,0.000701753,0.0004071834,0.004490367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004793859,"about_ca_system_score_gemma":0.0002513701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03034852,"about_ca_topic_score_gemma":0.08746429,"domain_scores_codex":[0.9999226,0.000007241715,0.000009173061,0.00002545736,0.00001504988,0.00002045004],"domain_scores_gemma":[0.9999452,0.000007435138,0.00001588365,0.00000753562,0.00001486957,0.000009141775],"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":[0.0006783345,0.000196095,0.08201393,0.001710959,0.0001249295,0.005210625,0.00282908,0.0007042459,0.05946375,0.005169427,0.08553361,0.756365],"study_design_scores_gemma":[0.00007774554,0.0001807354,0.325097,0.0007499213,0.0001098855,0.003521781,0.002459832,0.0001950296,0.003036547,0.0008393924,0.6636897,0.00004239373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5091367,0.04705346,0.002478757,0.0009298215,0.0007018768,0.0005383843,0.01361169,0.001511606,0.4240378],"genre_scores_gemma":[0.9225444,0.008498155,0.002803081,0.0006388741,0.0001575931,0.0001963143,0.007243432,0.00006598221,0.05785229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03034852,"threshold_uncertainty_score":0.0603438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035398989419006,"score_gpt":0.2097034738670354,"score_spread":0.1743044844480294,"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."}}