{"id":"W6887067315","doi":"10.15468/dl.qck32m","title":"Occurrence Download","year":2021,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001121749,0.002017983,0.001708904,0.006054098,0.0009595544,0.002625712,0.002944051,0.00194262,0.190887],"category_scores_gemma":[0.006542444,0.001001721,0.001200388,0.01124134,0.0004444922,0.002497367,0.002893886,0.002078868,0.254108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001674483,"about_ca_system_score_gemma":0.002641074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02201289,"about_ca_topic_score_gemma":0.03847818,"domain_scores_codex":[0.9987534,0.0001584483,0.0001609816,0.0004249786,0.0002970201,0.0002051618],"domain_scores_gemma":[0.9969209,0.0007821075,0.0002931276,0.000817813,0.0008123182,0.0003737218],"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":[0.00002717837,0.000008955452,0.0002901148,0.0004872911,0.00001319409,0.00001151459,0.00001939563,0.00009337457,0.0001063167,0.0003322333,0.997245,0.001365555],"study_design_scores_gemma":[0.00006125998,0.000006898489,0.001670191,0.0001692687,0.00001323286,0.00002886807,0.00005868162,0.0001041232,0.0001823831,0.0006485283,0.99704,0.00001659063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002888245,0.00002062921,0.00003832554,0.00002879356,0.000009465399,0.000005138706,0.9989417,0.0003323688,0.0005947457],"genre_scores_gemma":[0.0001278846,0.00003010916,0.0001873144,0.0000401948,0.000003182566,0.00004214617,0.9989123,0.0001553599,0.0005015161],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.809113,"threshold_uncertainty_score":0.6385807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878725496536469,"score_gpt":0.2292776369319846,"score_spread":0.2104903819666199,"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."}}