{"id":"W6969240239","doi":"10.5281/zenodo.7900130","title":"Cenocimbicinae Archibald & Rasnitsyn 2023","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fossil Insects in Amber","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Taphonomy; Extant taxon; Cretaceous; Fossil Record; Subfamily; Taxon; Cladistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001196934,0.0004504688,0.0002593016,0.001633251,0.001302961,0.001210758,0.0003472067,0.0004407476,0.06861179],"category_scores_gemma":[0.0002870853,0.0001398138,0.0001164114,0.001245658,0.0007997154,0.000671426,0.001037517,0.0007578253,0.0141658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009644153,"about_ca_system_score_gemma":0.0006964304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02530322,"about_ca_topic_score_gemma":0.07517279,"domain_scores_codex":[0.9999013,0.000009873526,0.000006571418,0.00002894489,0.00003443,0.0000188946],"domain_scores_gemma":[0.9999393,0.000007678942,0.00001699802,0.000009861556,0.00001459292,0.00001157555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003088815,0.00005397733,0.01107341,0.001225354,0.0000231271,0.001271925,0.004848801,0.0002283393,0.006305434,0.04518346,0.05737168,0.8721057],"study_design_scores_gemma":[0.000005849401,0.00001546968,0.02983407,0.0003195901,0.000006045167,0.0005653579,0.0005433628,0.00002931464,0.0002551737,0.0008697153,0.9675516,0.000004448869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06083555,0.08204248,0.001581282,0.001519074,0.002387698,0.0001653096,0.005550363,0.0003697887,0.8455485],"genre_scores_gemma":[0.4460447,0.04763509,0.004474427,0.000808657,0.0008884639,0.0001686609,0.00877027,0.0003311185,0.4908785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06861179,"threshold_uncertainty_score":0.2295293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05033808190904036,"score_gpt":0.2376055556316407,"score_spread":0.1872674737226004,"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."}}