{"id":"W6948646126","doi":"10.48580/dgnz3","title":"Catalogue of Life","year":2025,"lang":"en","type":"dataset","venue":"The Catalogue of Life","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University of British Columbia; Agriculture and Agri-Food Canada","funders":"","keywords":"Identification (biology); Natural (archaeology); Exposition (narrative); Key (lock)","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":[0.001217089,0.004028808,0.00250459,0.01121943,0.001537308,0.00497082,0.003376276,0.002923706,0.1222398],"category_scores_gemma":[0.008233349,0.001083974,0.00163371,0.02036194,0.0008314327,0.00258156,0.003253617,0.003262131,0.1751027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002017867,"about_ca_system_score_gemma":0.004734193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.026623,"about_ca_topic_score_gemma":0.03468681,"domain_scores_codex":[0.9985684,0.0002154114,0.0001972141,0.000404489,0.000371172,0.000243301],"domain_scores_gemma":[0.9968771,0.0009237699,0.0003037693,0.0007021491,0.0006642161,0.000529105],"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":[0.00008310037,0.00001825964,0.0003983674,0.001350732,0.00003426564,0.0000365579,0.00005974797,0.0004142686,0.000277292,0.001943487,0.99067,0.004713888],"study_design_scores_gemma":[0.00006338794,0.000006524705,0.0009369574,0.0002681386,0.00002446208,0.00003663421,0.0000513869,0.0001528838,0.0001563132,0.001624005,0.996662,0.00001732057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009859538,0.000161395,0.0001165601,0.00004804454,0.00002314646,0.000007201682,0.9975333,0.0005334201,0.001478244],"genre_scores_gemma":[0.0002059212,0.0001624955,0.0003891127,0.00004805993,0.000003772032,0.00002450622,0.9984279,0.000141379,0.000596938],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1222398,"threshold_uncertainty_score":0.4089329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173696990393438,"score_gpt":0.2359331079022629,"score_spread":0.2241961379983285,"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."}}