{"id":"W4396455590","doi":"10.15468/dl.hmw959","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","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":[0.001035552,0.002019743,0.001659784,0.004875381,0.0009977069,0.002535764,0.002890779,0.002239568,0.1473827],"category_scores_gemma":[0.006088316,0.0009682051,0.001293637,0.009529059,0.0004568181,0.002395298,0.002624002,0.002174432,0.2088718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001715903,"about_ca_system_score_gemma":0.002332111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02210751,"about_ca_topic_score_gemma":0.03572886,"domain_scores_codex":[0.9989269,0.0001333997,0.0001449008,0.0003611189,0.0002536655,0.0001799518],"domain_scores_gemma":[0.99764,0.0006302876,0.000223392,0.0006107043,0.0006128023,0.0002828144],"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":[0.00003118053,0.00001255783,0.0003914764,0.0005435131,0.00001564687,0.00001564295,0.00002330595,0.000132563,0.0001196721,0.0003712696,0.9969362,0.001406955],"study_design_scores_gemma":[0.00009104252,0.000008467498,0.001957075,0.0001987298,0.00001452924,0.00003776219,0.00007251312,0.0001808879,0.0001874672,0.0007593923,0.9964748,0.00001732588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004202019,0.00002554374,0.00004249391,0.00003764794,0.00001173406,0.000005594181,0.9988533,0.0003891779,0.0005924641],"genre_scores_gemma":[0.0001410734,0.00003160969,0.0001915488,0.00004415535,0.000003116538,0.00003997124,0.9990292,0.0001419178,0.0003775463],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8526173,"threshold_uncertainty_score":0.4930442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484850230871555,"score_gpt":0.2268166199254699,"score_spread":0.2019681176167544,"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."}}