{"id":"W6893605992","doi":"10.5281/zenodo.3664786","title":"Paramyia lustrum Levesque-Beaudin & Mlynarek 2020, new species","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedicel; Seta; Femur; Dorsum; Tibia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001556248,0.0001274405,0.0001446891,0.00001316662,0.001491777,0.000298433,0.0005829112,0.00006078101,0.03348091],"category_scores_gemma":[0.0003880441,0.0000651232,0.00005903732,0.0004405429,0.0001817664,0.0001412848,0.0007490501,0.0001896484,0.009586168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003006721,"about_ca_system_score_gemma":0.000001098564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002851257,"about_ca_topic_score_gemma":0.000002963339,"domain_scores_codex":[0.9988207,0.0001353453,0.0001703448,0.0003486571,0.0002096916,0.0003152651],"domain_scores_gemma":[0.9994502,0.00003380864,0.00006163916,0.00007429934,0.0001473497,0.0002327071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000776794,0.00003885374,0.00007319885,0.00001053625,0.00003206308,0.00002229782,0.0007822278,0.000009469177,0.01599976,0.003743021,0.8854677,0.0937432],"study_design_scores_gemma":[0.000176361,0.0003673732,0.01172969,0.000008183721,0.000008480957,0.00002856993,0.000580432,0.00002955722,0.0007321025,0.0003154121,0.985881,0.0001428875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5671433,0.000464587,0.0002807346,0.07517411,0.0003080636,0.0006388108,0.0004535647,0.001666099,0.3538707],"genre_scores_gemma":[0.9920437,0.0001104234,0.000104783,0.001240098,0.000577757,2.01152e-8,0.0008133189,0.00004463772,0.005065286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4249004,"threshold_uncertainty_score":0.9998081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0640178365897757,"score_gpt":0.226319424840407,"score_spread":0.1623015882506313,"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."}}