{"id":"W6943392526","doi":"10.15468/dl.t55gfb","title":"Occurrence Download","year":2024,"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); Data set; Set (abstract data type)","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":[0.001117642,0.002167706,0.001765659,0.004888522,0.001130709,0.002793845,0.003176427,0.002294423,0.1759903],"category_scores_gemma":[0.006988832,0.001070502,0.001322892,0.009020267,0.0004885517,0.002583889,0.002888349,0.002280576,0.2412579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001777094,"about_ca_system_score_gemma":0.002666142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0228691,"about_ca_topic_score_gemma":0.03681624,"domain_scores_codex":[0.9988849,0.0001430655,0.0001380275,0.0003935836,0.0002597104,0.00018078],"domain_scores_gemma":[0.9973827,0.00074621,0.000229042,0.0007070468,0.0006412945,0.0002937549],"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":[0.00002741263,0.00001054045,0.0003171119,0.0005038993,0.00001452112,0.00001382266,0.0000239995,0.0001164925,0.0001105913,0.0003759488,0.997155,0.00133066],"study_design_scores_gemma":[0.00007416272,0.000007429625,0.001440277,0.0001877273,0.00001474053,0.00003561176,0.00006730192,0.0001557318,0.0001992934,0.000862971,0.9969364,0.00001840236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003641449,0.00002589081,0.00005447945,0.00003909474,0.00001314676,0.000005671634,0.9986764,0.000504687,0.0006441678],"genre_scores_gemma":[0.0001452397,0.00003202552,0.0002358431,0.00004776916,0.000003309351,0.00004695117,0.9987846,0.0002158782,0.0004882739],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8240097,"threshold_uncertainty_score":0.5887462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01708767307206114,"score_gpt":0.2335971948231368,"score_spread":0.2165095217510757,"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."}}