{"id":"W6949733952","doi":"10.5281/zenodo.15809781","title":"Hylaeus (Hylaeus) leptocephalus","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aquatic animal; Distribution (mathematics); Czech; Tissue distribution","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":[0.0001290129,0.0003783074,0.0001462168,0.0008445507,0.0006378772,0.0002477898,0.0002482161,0.000222293,0.01435279],"category_scores_gemma":[0.0002289902,0.0001054272,0.0001196392,0.0005523015,0.0002501736,0.0004976983,0.0006275217,0.0001975145,0.00367581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003066243,"about_ca_system_score_gemma":0.0001958705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007874162,"about_ca_topic_score_gemma":0.01655607,"domain_scores_codex":[0.9999111,0.00001354004,0.00001053178,0.00002130893,0.00002683614,0.00001682229],"domain_scores_gemma":[0.9999115,0.00001348541,0.00003591691,0.000006911433,0.00001674393,0.0000154595],"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":[0.0005450125,0.0002028113,0.1959998,0.0005407253,0.00009638878,0.001301936,0.001382681,0.0007339592,0.0705159,0.001882761,0.01122855,0.7155695],"study_design_scores_gemma":[0.00003887615,0.0002896649,0.9104227,0.0002074937,0.00006198786,0.002333704,0.001560775,0.0005437224,0.003981038,0.0005495506,0.07998999,0.0000205305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8707192,0.006896375,0.0052155,0.0003338571,0.0001673977,0.0001893717,0.003646895,0.0003618569,0.1124696],"genre_scores_gemma":[0.9720498,0.001685425,0.002954581,0.0002112207,0.00004743282,0.00009876151,0.001808202,0.00001581581,0.02112884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01435279,"threshold_uncertainty_score":0.04801488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03352670319128664,"score_gpt":0.2094294318897547,"score_spread":0.175902728698468,"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."}}