{"id":"W6931264300","doi":"10.5281/zenodo.7103649","title":"FIGURES 39–43 in New Australasian Parathalassiinae (Diptera: Dolichopodidae sensu lato)","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Holotype; Dolichopodidae; Oblique case; Dorsum; Meaning (existential)","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003959575,0.00027748,0.0002687189,0.0007924368,0.0009613177,0.001389822,0.001944799,0.0001715263,0.0357862],"category_scores_gemma":[0.0001573785,0.0003031138,0.00007389334,0.001002193,0.0001196972,0.0003065985,0.001406528,0.0007246757,0.004686583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002057812,"about_ca_system_score_gemma":0.00003921387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001430291,"about_ca_topic_score_gemma":0.000007271492,"domain_scores_codex":[0.9975672,0.0003911838,0.0003034028,0.0007760891,0.000465704,0.0004964523],"domain_scores_gemma":[0.998709,0.00001435342,0.0002301359,0.0007406771,0.0001022227,0.0002035904],"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":[0.000007099395,0.00005466122,0.00000919842,0.00007236902,0.00002230562,0.00005323087,0.0005274641,0.00001659043,0.00007919021,0.001681153,0.8001896,0.1972872],"study_design_scores_gemma":[0.0004615024,0.00008447511,0.000233916,0.00009707793,0.00000728225,0.0003174818,0.00008085681,0.0004399529,0.00004525804,0.0002728055,0.9976525,0.0003068357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001421473,0.0005153441,0.008905729,0.0009290913,0.0005040458,0.000406067,0.0000883849,0.002020926,0.9864883],"genre_scores_gemma":[0.01476631,0.0003610901,0.007274142,0.000316108,0.0009248385,2.003904e-7,0.001397904,0.00702804,0.9679314],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.197463,"threshold_uncertainty_score":0.9999421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262833137864444,"score_gpt":0.2410768636412468,"score_spread":0.2184485322626023,"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."}}