{"id":"W4366464188","doi":"10.1111/cla.12536","title":"New Cretaceous empidoids and the Mesozoic dance fly revolution (Diptera: Empidoidea)","year":2023,"lang":"en","type":"article","venue":"Cladistics","topic":"Fossil Insects in Amber","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"Chinese Academy of Sciences; Willi Hennig Society; Sapienza Università di Roma; Alexander von Humboldt-Stiftung","keywords":"Cretaceous; Dance; Mesozoic; Paleontology; Biology; Zoology; Art; Literature","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":[],"consensus_categories":[],"category_scores_codex":[0.000314851,0.000136041,0.0001701581,0.000009226872,0.0003217489,0.00009254894,0.0002394181,0.00009631781,0.0001739757],"category_scores_gemma":[0.0004109821,0.00004444977,0.00005921283,0.0004654095,0.000264221,0.00005920521,0.00011377,0.0001671629,0.0002402165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002730948,"about_ca_system_score_gemma":0.00001379234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001426806,"about_ca_topic_score_gemma":0.0003884993,"domain_scores_codex":[0.9989671,0.00009613003,0.0001933566,0.0002599306,0.0001967263,0.0002867836],"domain_scores_gemma":[0.9991521,0.0005179697,0.00006795761,0.0001080191,0.00004741121,0.000106506],"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":[0.0002688032,0.000045162,0.0138331,0.00005023527,0.00007234438,0.00006561577,0.001022491,0.00007147721,0.01858632,0.03730538,0.5113927,0.4172864],"study_design_scores_gemma":[0.0008209454,0.0002009621,0.4415623,0.00006125686,0.00007059008,0.00005817669,0.0003027525,0.00517683,0.0002308908,0.02814819,0.5229171,0.0004500775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970576,0.002959336,0.0001920929,0.008657682,0.001242486,0.0004198306,0.00006625802,0.0004063181,0.01547998],"genre_scores_gemma":[0.9863848,0.0003807711,0.0003026153,0.0005529068,0.0008290044,0.00001133513,0.00003921119,0.000001878778,0.01149747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4277292,"threshold_uncertainty_score":0.3087577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845661421182847,"score_gpt":0.2307227126218263,"score_spread":0.2122660984099978,"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."}}