{"id":"W4396201825","doi":"10.15468/dl.dm4zyq","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":[0.0009121539,0.002028553,0.001664734,0.004726353,0.00108561,0.002618965,0.002924925,0.002271277,0.1339139],"category_scores_gemma":[0.005557064,0.0009480389,0.001415885,0.009090723,0.0004419526,0.002464957,0.002543154,0.002239645,0.2034498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755585,"about_ca_system_score_gemma":0.002549608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02108313,"about_ca_topic_score_gemma":0.03540105,"domain_scores_codex":[0.9989261,0.000142687,0.0001456556,0.0003836651,0.0002254496,0.0001764155],"domain_scores_gemma":[0.9978564,0.0005743135,0.0001920418,0.0005590229,0.0005649748,0.0002532139],"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":[0.0000330201,0.0000133382,0.0004072666,0.0006305724,0.00001691795,0.0000173951,0.00002234925,0.0001294171,0.0001215085,0.0003789196,0.9966788,0.001550488],"study_design_scores_gemma":[0.00008416177,0.000008775252,0.001813276,0.0002032779,0.00001558851,0.00004470454,0.00006724336,0.0001932953,0.0001903232,0.0007622459,0.9966001,0.00001698997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004902705,0.00003788065,0.0000506485,0.00004336396,0.00001449157,0.000006852902,0.9986213,0.0004638458,0.0007125987],"genre_scores_gemma":[0.0001551987,0.00003999643,0.0002091209,0.00005574501,0.000003657802,0.00004490213,0.9989173,0.0001321758,0.0004418837],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8660861,"threshold_uncertainty_score":0.4479865,"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."}}