{"id":"W6968236298","doi":"10.5281/zenodo.14764657","title":"Columbinae Leach 1819","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera: Cerambycidae studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tribe; Subfamily; Streptopelia; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000145071,0.0003693089,0.0003151973,0.001215024,0.002765244,0.0007236263,0.0003661612,0.0004332545,0.03285445],"category_scores_gemma":[0.000396486,0.0001425332,0.0001037276,0.0009262816,0.000492161,0.0009192785,0.001026311,0.0003862753,0.004107683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000975758,"about_ca_system_score_gemma":0.0009419023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02036745,"about_ca_topic_score_gemma":0.05151172,"domain_scores_codex":[0.9998324,0.00001248345,0.00001203022,0.00003832487,0.0000682592,0.00003645274],"domain_scores_gemma":[0.9998581,0.00001638393,0.00003621798,0.00001058651,0.00004122707,0.00003741623],"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":[0.0007960414,0.0001663685,0.06122775,0.0007456688,0.00004233237,0.001298287,0.003028885,0.0003062441,0.0349988,0.005610929,0.03382627,0.8579525],"study_design_scores_gemma":[0.00004867849,0.0001511154,0.2813631,0.0004142409,0.00003972397,0.002818127,0.003517398,0.0002906364,0.00209971,0.001570571,0.7076495,0.00003720134],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.526574,0.01500588,0.004061147,0.001192146,0.0007761337,0.0004128991,0.00377373,0.0005383027,0.4476658],"genre_scores_gemma":[0.9028394,0.002737245,0.002908105,0.0008245172,0.00009688934,0.000135442,0.002147427,0.0000407242,0.08827036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03285445,"threshold_uncertainty_score":0.1099091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03274385800146846,"score_gpt":0.2267568669375907,"score_spread":0.1940130089361222,"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."}}