{"id":"W6887227321","doi":"10.15468/dl.vdpp2y","title":"Occurrence Download","year":2022,"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); Order (exchange); The Internet","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":[0.001102999,0.002141381,0.001698124,0.005360351,0.001050931,0.002709985,0.002912378,0.002190334,0.1648174],"category_scores_gemma":[0.006046565,0.0009602518,0.001223063,0.01016661,0.000472259,0.002397057,0.002622502,0.002044177,0.2312877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001694658,"about_ca_system_score_gemma":0.002380888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02201758,"about_ca_topic_score_gemma":0.0352209,"domain_scores_codex":[0.9989059,0.0001546697,0.0001382344,0.0003875543,0.0002309137,0.0001827312],"domain_scores_gemma":[0.9974841,0.0007459727,0.0002340791,0.0006320323,0.000616701,0.0002871374],"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":[0.0000302847,0.00001167185,0.0003591143,0.0006163496,0.00001599951,0.00001560312,0.0000240202,0.0001219049,0.0001248254,0.0003705596,0.997015,0.001294723],"study_design_scores_gemma":[0.00007654376,0.000008404679,0.001776946,0.000201816,0.00001564194,0.00003671349,0.00007140878,0.0001399382,0.0001854214,0.0007410041,0.9967275,0.00001868968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003633235,0.00002849434,0.0000401689,0.00003308467,0.00001137931,0.00000507141,0.998923,0.0003287251,0.0005937406],"genre_scores_gemma":[0.0001490456,0.00003493412,0.000178423,0.00004368294,0.000003485061,0.00004279344,0.998968,0.0001390385,0.0004406881],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8351825,"threshold_uncertainty_score":0.5513692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850871640220096,"score_gpt":0.2277224731265546,"score_spread":0.2092137567243537,"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."}}