{"id":"W6910851503","doi":"10.48580/dgrrq","title":"Catalogue of Life","year":2025,"lang":"en","type":"dataset","venue":"The Catalogue of Life","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; 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":[0.0009887768,0.003274137,0.00168299,0.01088546,0.001411104,0.004970094,0.002391663,0.002787425,0.1975122],"category_scores_gemma":[0.009442621,0.0008986626,0.001362462,0.01891957,0.0006660031,0.003030129,0.003197116,0.002653325,0.3333528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002021991,"about_ca_system_score_gemma":0.004358879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03108941,"about_ca_topic_score_gemma":0.03848469,"domain_scores_codex":[0.9984132,0.0002296014,0.0002345185,0.0003828323,0.00043393,0.0003059293],"domain_scores_gemma":[0.9959138,0.0009772491,0.0004055263,0.000801173,0.001273724,0.0006284046],"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":[0.00003217068,0.000008655551,0.0002028814,0.0004931965,0.000008923182,0.00001231155,0.00002948816,0.0001043315,0.00007777999,0.0009120788,0.995314,0.002804114],"study_design_scores_gemma":[0.00003289047,0.000006067877,0.000841039,0.0002209271,0.000008898684,0.0000252922,0.0000611767,0.00007383317,0.00008634747,0.001003738,0.9976254,0.00001448714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007170317,0.0001341506,0.00008032649,0.00007150084,0.00004024386,0.000008476909,0.9968244,0.0003637371,0.00240547],"genre_scores_gemma":[0.000183409,0.0001513858,0.0002289921,0.00006505667,0.000008044969,0.00003033923,0.9976562,0.0001178222,0.001558778],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1975122,"threshold_uncertainty_score":0.6607442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069954376529215,"score_gpt":0.2644548469777661,"score_spread":0.2437553032124739,"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."}}