{"id":"W7103890573","doi":"10.5281/zenodo.17511285","title":"Andrena (Micrandrena) minutula","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Subspecies; Taxon; Checklist; Taxonomy (biology); Population","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":[0.0002319704,0.0009106611,0.0004269984,0.0009971272,0.001393149,0.0007744657,0.0009643298,0.001041016,0.009034313],"category_scores_gemma":[0.0004023176,0.0002703881,0.0003443617,0.00048867,0.000972185,0.001457748,0.001228908,0.001030301,0.003703664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000667345,"about_ca_system_score_gemma":0.0004327674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003418231,"about_ca_topic_score_gemma":0.007156623,"domain_scores_codex":[0.9996707,0.0000406961,0.00003412443,0.0001436159,0.00006856163,0.00004240828],"domain_scores_gemma":[0.9998778,0.0000180396,0.00005243525,0.00001425609,0.00002438021,0.00001296895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005190966,0.0003005556,0.05284782,0.003860449,0.0002064784,0.008331654,0.01208746,0.002305074,0.07109682,0.01941049,0.01088801,0.8181462],"study_design_scores_gemma":[0.00008860652,0.0005604805,0.2235292,0.001397352,0.0002429823,0.03218657,0.003032167,0.0008968779,0.009864388,0.003670658,0.7244334,0.00009728181],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5475839,0.05218143,0.009815872,0.001628019,0.001084375,0.00124874,0.002224884,0.001019927,0.383213],"genre_scores_gemma":[0.9538912,0.006939225,0.007398498,0.001002566,0.0002567898,0.0002577285,0.0008161269,0.00007805682,0.02935985],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009034313,"threshold_uncertainty_score":0.03022277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0535142940058894,"score_gpt":0.2263701520370659,"score_spread":0.1728558580311765,"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."}}