{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002767255,0.0003103677,0.0005904383,0.00007067632,0.00007511704,0.000007926035,0.001028885,0.0003383586,0.000009597719],"category_scores_gemma":[0.0005516727,0.0002380129,0.0002385951,0.0001177308,0.0003875768,4.35802e-7,0.0007857104,0.0001767606,0.000005423405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007758471,"about_ca_system_score_gemma":0.0005658087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001345314,"about_ca_topic_score_gemma":0.0007245786,"domain_scores_codex":[0.9985541,0.00008446594,0.0005633535,0.0003783212,0.0001732663,0.0002465165],"domain_scores_gemma":[0.9977844,0.00007470779,0.0004462905,0.001438536,0.0001657954,0.00009029057],"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":[0.0000782308,0.00006649392,0.00008955024,0.0003262686,0.0004665334,6.959505e-7,0.00002320674,0.00002991219,0.00557927,0.00002077843,0.9932641,0.00005490801],"study_design_scores_gemma":[0.0003714578,0.0001714574,0.0005358622,0.0000489905,0.0001751904,0.000002380295,0.00006086904,6.710493e-7,0.006508241,0.00004547973,0.9918367,0.0002426924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01820745,0.01119843,0.000008384969,0.000225959,0.0004873387,0.0002583466,0.9695205,0.000001648266,0.0000919416],"genre_scores_gemma":[0.04588289,0.003393076,0.00003695058,0.0005031661,0.0003485374,0.00002972319,0.9496246,0.00001335867,0.000167731],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02767543,"threshold_uncertainty_score":0.9705886,"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."}}