{"id":"W6924950185","doi":"10.15468/dl.z7tmse","title":"Occurrence Download","year":2023,"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); Alien; Range (aeronautics); 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":[0.0009859825,0.00202666,0.001577524,0.004881267,0.001008239,0.002499414,0.002736134,0.00215793,0.1433015],"category_scores_gemma":[0.006033765,0.0008660302,0.001336041,0.009198377,0.000451341,0.002241465,0.002505594,0.001965743,0.2132926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001529871,"about_ca_system_score_gemma":0.00228845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02163605,"about_ca_topic_score_gemma":0.03537468,"domain_scores_codex":[0.99892,0.0001534608,0.000134609,0.0003808526,0.0002351368,0.0001760469],"domain_scores_gemma":[0.9973603,0.0007707961,0.0002299616,0.0007190655,0.0006314807,0.0002884675],"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":[0.00003093746,0.00001309765,0.00041717,0.0005190563,0.00001492975,0.00001559741,0.00002298466,0.0001291617,0.0001144391,0.0003207789,0.9969258,0.00147609],"study_design_scores_gemma":[0.00008049307,0.00001121931,0.0022694,0.0002125081,0.00001647006,0.0000445501,0.00008592582,0.0001936265,0.0002090613,0.0008040219,0.996053,0.000019663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005365079,0.00003225505,0.000045775,0.0000416674,0.00001458984,0.000005972512,0.9987774,0.0004292299,0.000599521],"genre_scores_gemma":[0.0001743283,0.00003437985,0.0001936896,0.0000466606,0.00000388403,0.00004177654,0.9989192,0.0001321692,0.0004538558],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8566985,"threshold_uncertainty_score":0.4793913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365312271414112,"score_gpt":0.2392044605254057,"score_spread":0.2155513378112646,"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."}}