{"id":"W6949160302","doi":"10.5281/zenodo.13130360","title":"Linked collectors and determiners for: Xylocopa sonorina Smith, 1874 from Vancouver, British Columbia, Canada (Hymenoptera: Apidae, Xylocopinae) with comments on its taxonomy.","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attribution; Natural (archaeology); Biodiversity; Natural history","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009079337,0.001779673,0.00151638,0.006490655,0.002039382,0.002482346,0.002708638,0.00144355,0.09354004],"category_scores_gemma":[0.006485458,0.000976542,0.0006127079,0.0145543,0.0006729978,0.001080892,0.001977225,0.001906167,0.0839526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007452745,"about_ca_system_score_gemma":0.01623575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5905067,"about_ca_topic_score_gemma":0.7723601,"domain_scores_codex":[0.9987403,0.00007404472,0.0001249333,0.000352358,0.0004384084,0.0002700379],"domain_scores_gemma":[0.9948871,0.0005747164,0.0003972209,0.0008602695,0.002775181,0.0005055359],"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":[0.00001605358,0.000004374147,0.0007854247,0.0003762214,0.00001178602,0.000009323729,0.00003194366,0.00007993515,0.00007350191,0.000251943,0.9964728,0.001886667],"study_design_scores_gemma":[0.00003762358,0.000002014833,0.00490125,0.0003080528,0.000011894,0.00001586204,0.0001109094,0.00006646021,0.0001630904,0.0003066298,0.9940601,0.00001619383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006248608,0.00003265391,0.00003020131,0.00001844081,0.00001281962,0.000008103952,0.999044,0.00008997969,0.0007011827],"genre_scores_gemma":[0.000352737,0.00005804623,0.0002474652,0.00002249811,0.000003741655,0.00007204988,0.9976404,0.00006911954,0.001534048],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4094933,"threshold_uncertainty_score":0.8238097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04109050089554019,"score_gpt":0.1894596283466827,"score_spread":0.1483691274511425,"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."}}