{"id":"W6949985158","doi":"10.5281/zenodo.7103638","title":"FIGURES 23–25 in New Australasian Parathalassiinae (Diptera: Dolichopodidae sensu lato)","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Dolichopodidae; Holotype; Lobe; Dorsum; Sensu","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002567499,0.0003327059,0.0003819447,0.0005973824,0.0008066863,0.0005645837,0.00106754,0.0001145406,0.3816347],"category_scores_gemma":[0.00003510456,0.0003630372,0.0001600317,0.0008659588,0.0001090069,0.0001255223,0.0007135198,0.0007636592,0.01033658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001502575,"about_ca_system_score_gemma":0.00001993716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000757026,"about_ca_topic_score_gemma":0.0000165665,"domain_scores_codex":[0.9977113,0.000301226,0.0003238167,0.0006767152,0.0004209072,0.0005660061],"domain_scores_gemma":[0.9988019,0.00001340576,0.000213762,0.0006720335,0.00006616237,0.00023272],"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":[0.00002000317,0.0001642351,0.0003127475,0.00003316657,0.0001539582,0.00002633068,0.0004375766,0.00003233246,0.000243202,0.006339423,0.9763226,0.0159144],"study_design_scores_gemma":[0.0005094996,0.0000863664,0.0009570534,0.00005955016,0.00004648027,0.000005958851,0.0003858274,0.00005681865,0.00005435137,0.0002617894,0.9972382,0.0003381095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000692383,0.0001900459,0.0004016561,0.0003993683,0.0001097933,0.0004449128,0.0005883155,0.0004604501,0.9967131],"genre_scores_gemma":[0.118775,0.0001347574,0.0002902357,0.0001205663,0.001432496,2.773605e-7,0.01055505,0.007060837,0.8616307],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3712981,"threshold_uncertainty_score":0.9998822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667984966823514,"score_gpt":0.2506390289220436,"score_spread":0.2339591792538085,"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."}}