{"id":"W7083731236","doi":"10.48580/dgtg4","title":"Catalogue of Life","year":2025,"lang":"en","type":"dataset","venue":"The Catalogue of Life","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Espace pour la vie; Université de Montréal; Nortel (Canada); Government of Canada; 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":[0.0009699113,0.003186648,0.00219848,0.01221995,0.0017299,0.004921642,0.003121382,0.00316535,0.1032135],"category_scores_gemma":[0.009649055,0.0008382589,0.001709055,0.02364984,0.0007614731,0.003019718,0.003053404,0.003108797,0.1749585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002368534,"about_ca_system_score_gemma":0.005784227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03549768,"about_ca_topic_score_gemma":0.05341248,"domain_scores_codex":[0.9983089,0.0002269382,0.0003153674,0.0004185046,0.0004317827,0.0002985266],"domain_scores_gemma":[0.9955342,0.001040406,0.000435327,0.0008599052,0.001464428,0.0006657753],"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":[0.00004777804,0.00001437641,0.0003879931,0.0009570702,0.000015997,0.0000202889,0.00003435434,0.0001700737,0.00009210082,0.00112556,0.9939669,0.003167443],"study_design_scores_gemma":[0.00006276072,0.000009673928,0.001417204,0.0003642174,0.00001498103,0.00004184507,0.00008741186,0.0001296617,0.0001039648,0.001197011,0.9965534,0.00001777242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008862398,0.0001640512,0.00006205091,0.00006689376,0.0000322692,0.00001143409,0.9980403,0.0002405888,0.001293882],"genre_scores_gemma":[0.0002168406,0.0001991495,0.0002708926,0.00007320118,0.000007280521,0.00003971125,0.9983334,0.00006404645,0.0007956097],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1032135,"threshold_uncertainty_score":0.3452834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647492982506222,"score_gpt":0.2438199220753528,"score_spread":0.2273449922502906,"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."}}