{"id":"W6943894731","doi":"10.15468/dl.ykxwsr","title":"Occurrence Download","year":2020,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Calidris; Download; Range (aeronautics); Caveat emptor","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":[0.000727308,0.00267906,0.002203195,0.007100071,0.001362382,0.004151953,0.002812329,0.002696133,0.2899399],"category_scores_gemma":[0.00580388,0.0008855209,0.001727756,0.01137489,0.0004081925,0.004107445,0.003874082,0.002048156,0.4313875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001764159,"about_ca_system_score_gemma":0.002320156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01954408,"about_ca_topic_score_gemma":0.03482434,"domain_scores_codex":[0.9987953,0.0001284652,0.0001756146,0.000421957,0.0002652445,0.0002133807],"domain_scores_gemma":[0.9978812,0.0004737806,0.0001810804,0.0004962579,0.0006669809,0.0003006775],"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":[0.00005612915,0.0000137405,0.0003857963,0.0007501024,0.00001468766,0.00003054603,0.00002391397,0.00009486778,0.0001161175,0.0004333845,0.9945967,0.003483902],"study_design_scores_gemma":[0.00006576618,0.00001314734,0.001310026,0.0002190286,0.00001404951,0.00006312458,0.00007789064,0.000255396,0.0001360041,0.000976919,0.9968496,0.00001911224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008099561,0.0001129955,0.000110708,0.00009668017,0.00003522816,0.00001262669,0.9954038,0.00172376,0.002423218],"genre_scores_gemma":[0.000283321,0.0001037986,0.0003753869,0.0001210508,0.00001178484,0.00004210893,0.9973295,0.0003496948,0.001383429],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7100601,"threshold_uncertainty_score":0.9699454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101450523743655,"score_gpt":0.226568981422551,"score_spread":0.2055544761851144,"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."}}