{"id":"W6950043772","doi":"10.5281/zenodo.7103631","title":"FIGURES 16–18 in New Australasian Parathalassiinae (Diptera: Dolichopodidae sensu lato)","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Environmental Monitoring and Data Management","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Dolichopodidae; Holotype; Lobe; Dorsum; Confusion","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":[0.0003075424,0.000229504,0.0001987459,0.0003873459,0.0006391046,0.0004820887,0.0009627151,0.0001014773,0.5049551],"category_scores_gemma":[0.00006375431,0.0002405255,0.00004914162,0.0003750163,0.00009124039,0.0001366265,0.0004543667,0.0004455083,0.01807806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008263351,"about_ca_system_score_gemma":0.000004649999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002542298,"about_ca_topic_score_gemma":0.0001368426,"domain_scores_codex":[0.9980661,0.0002810752,0.0002184971,0.0005581969,0.0004510349,0.0004251291],"domain_scores_gemma":[0.9991149,0.00001461047,0.0001215098,0.0005249233,0.00001014765,0.0002139033],"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":[0.00001790774,0.00003796976,0.001342772,0.00004975321,0.00002823632,0.00006084488,0.0001101376,0.000136133,0.000004200921,0.00006149377,0.9155754,0.08257513],"study_design_scores_gemma":[0.0003366884,0.0001306093,0.03685366,0.00004493036,0.00001159399,0.00002482647,0.0002011519,0.00003029148,0.000003267286,0.00003314922,0.9620932,0.0002365884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009934786,0.0004589615,0.0000317342,0.0002473831,0.0002814564,0.0003975606,0.001100785,0.0004786084,0.99601],"genre_scores_gemma":[0.09754007,0.0008894938,0.0002635972,0.0002035601,0.000724586,3.959245e-8,0.02220334,0.002166284,0.876009],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.486877,"threshold_uncertainty_score":0.9826865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03180261435672725,"score_gpt":0.2297554256773369,"score_spread":0.1979528113206097,"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."}}