{"id":"W6931705799","doi":"10.5281/zenodo.8030519","title":"FIGURES 16–19 in Revision of New World species of Roederiodes Coquillett (Diptera: Empididae: Clinocerinae)","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Oral and Maxillofacial Pathology","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Scale (ratio); Genus; Old World; Key (lock)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004093357,0.0002413637,0.0005386256,0.0008200503,0.0002022142,0.0001255197,0.0008774461,0.0002005019,0.07886809],"category_scores_gemma":[0.0008015574,0.0002443347,0.0001246028,0.0008738056,0.0002475477,0.00008329932,0.001101516,0.0003424615,0.00793699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001175406,"about_ca_system_score_gemma":0.00001091521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005967735,"about_ca_topic_score_gemma":0.0001489405,"domain_scores_codex":[0.9979319,0.0002717522,0.0005734118,0.000476618,0.0004145168,0.0003318262],"domain_scores_gemma":[0.9986993,0.00002794777,0.000412234,0.0005508959,0.0001793401,0.0001302789],"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":[0.00008786545,0.0000811522,0.0001152064,0.0004450801,0.0000419091,0.00008506918,0.0002592528,0.000006293713,0.0007336161,0.001266791,0.9466737,0.05020405],"study_design_scores_gemma":[0.0005425922,0.0001500625,0.003337709,0.0003992884,0.00001845412,0.00002794567,0.0001383178,0.000002703743,0.0002829162,0.00008707211,0.9948089,0.000204108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00488854,0.001047018,0.0002601615,0.000295216,0.0005617337,0.0006838075,0.0008788483,0.001115635,0.9902691],"genre_scores_gemma":[0.04219639,0.001243878,0.0001604751,0.00007884058,0.0003343484,2.805104e-8,0.0009369763,0.006310357,0.9487387],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07093111,"threshold_uncertainty_score":0.9963682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05867781589857504,"score_gpt":0.2931952614594202,"score_spread":0.2345174455608451,"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."}}