{"id":"W4395198890","doi":"10.15468/dl.4vtsfd","title":"Occurrence Download","year":2022,"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":[0.0008973702,0.002001882,0.001526757,0.004637966,0.0008763077,0.002409347,0.002571147,0.001827846,0.1642267],"category_scores_gemma":[0.005202254,0.0009188959,0.001069552,0.009329723,0.0004199907,0.002233914,0.002329109,0.001844126,0.2226758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583573,"about_ca_system_score_gemma":0.00223061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02051144,"about_ca_topic_score_gemma":0.03459153,"domain_scores_codex":[0.999025,0.0001296983,0.0001260629,0.000348088,0.0002111562,0.0001599583],"domain_scores_gemma":[0.9978369,0.0005886041,0.0002263518,0.0005296032,0.0005507203,0.0002677773],"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":[0.00003114704,0.0000106974,0.0003460014,0.0004776229,0.00001342751,0.00001276905,0.00001889863,0.0001162725,0.0000976289,0.0003700557,0.9972038,0.001301631],"study_design_scores_gemma":[0.00008335205,0.000007954648,0.001788561,0.0001572339,0.00001320002,0.00003137968,0.00005292911,0.0001439626,0.0001741806,0.0007878743,0.9967424,0.00001697866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003553423,0.00002076425,0.00003609354,0.0000272499,0.000009203603,0.000004466193,0.9989433,0.0003049646,0.000618397],"genre_scores_gemma":[0.0001486401,0.00003082575,0.0001720287,0.00004357566,0.00000327646,0.00003879265,0.9989336,0.000140054,0.0004890841],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8357732,"threshold_uncertainty_score":0.5493932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}