{"id":"W6912760787","doi":"10.5281/zenodo.5725273","title":"Vitaleucopis astonea","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Predator; Life history; Natural (archaeology)","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":[0.0001010017,0.000490634,0.0001343312,0.00126411,0.001370387,0.000282943,0.000367629,0.0003315055,0.009457324],"category_scores_gemma":[0.000275235,0.0001066546,0.00009774121,0.0005691528,0.0005478146,0.0005147301,0.0006416228,0.0002854994,0.002119497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006889356,"about_ca_system_score_gemma":0.000371645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04657301,"about_ca_topic_score_gemma":0.1136668,"domain_scores_codex":[0.9999212,0.000006833357,0.000004099148,0.00002316369,0.00002544817,0.00001939343],"domain_scores_gemma":[0.9998845,0.00001577321,0.00002597531,0.000009425306,0.00004234737,0.00002201513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009563739,0.0002016122,0.1389636,0.0008266487,0.00003369105,0.006770417,0.005156798,0.0008008995,0.1479223,0.007154359,0.03215732,0.6590559],"study_design_scores_gemma":[0.00009623903,0.0006079745,0.7491996,0.0002990772,0.00006651157,0.01007223,0.002076549,0.0009893555,0.007280254,0.001239141,0.228018,0.00005506282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7300316,0.001869626,0.001555658,0.0002937799,0.0001658241,0.0001809894,0.001865009,0.0003606019,0.2636769],"genre_scores_gemma":[0.9644033,0.0006722318,0.0007856077,0.0001828176,0.00002788676,0.00004118221,0.001068148,0.00001291763,0.0328059],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04657301,"threshold_uncertainty_score":0.09260386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0375626608223352,"score_gpt":0.2120495368072491,"score_spread":0.1744868759849139,"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."}}