{"id":"W6929572819","doi":"10.48580/dgjc7","title":"Catalogue of Life","year":2024,"lang":"en","type":"dataset","venue":"The Catalogue of Life","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":1,"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":[0.001093199,0.003110096,0.001726586,0.0095587,0.001392136,0.004805929,0.002503358,0.003206968,0.1542821],"category_scores_gemma":[0.01172119,0.0008882823,0.001770011,0.01762674,0.0006379535,0.002564584,0.002729104,0.002656087,0.2358693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001962127,"about_ca_system_score_gemma":0.004769246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03544719,"about_ca_topic_score_gemma":0.04867917,"domain_scores_codex":[0.9983719,0.000293247,0.0002477688,0.0004208892,0.0004016162,0.0002646354],"domain_scores_gemma":[0.995581,0.001386388,0.000444395,0.0007267734,0.001239561,0.000622055],"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":[0.000044353,0.00001081496,0.0003223805,0.0006872322,0.00001710473,0.00001525692,0.00002785261,0.0001820937,0.00006237447,0.00072663,0.995161,0.002742952],"study_design_scores_gemma":[0.00007836483,0.000009427093,0.001243783,0.0003675163,0.00001970602,0.00003167699,0.0000712699,0.0001688316,0.00009088676,0.001482801,0.9964164,0.00001923685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007013023,0.0001662302,0.00006505512,0.00008781473,0.00003087883,0.000007673766,0.9978769,0.000308812,0.001386527],"genre_scores_gemma":[0.0001924819,0.0001784642,0.0002578118,0.00008688581,0.000007420133,0.00003700949,0.9981441,0.00009394686,0.001001705],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1542821,"threshold_uncertainty_score":0.5161249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03408557367582889,"score_gpt":0.3105323769113685,"score_spread":0.2764468032355397,"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."}}