{"id":"W4396360558","doi":"10.15468/dl.h4usd8","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":[0.0009860698,0.002102943,0.001755385,0.004936596,0.001043374,0.00268927,0.003075996,0.00220108,0.1424121],"category_scores_gemma":[0.005605248,0.000978868,0.001205489,0.01056612,0.0004639538,0.002397417,0.002508639,0.002200203,0.205196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819965,"about_ca_system_score_gemma":0.002618208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02808094,"about_ca_topic_score_gemma":0.04541486,"domain_scores_codex":[0.9989139,0.0001432642,0.0001336924,0.0003767579,0.0002550711,0.0001772618],"domain_scores_gemma":[0.9978195,0.0005603671,0.0002064799,0.0005543967,0.0005822424,0.0002769472],"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":[0.00002854191,0.00001118584,0.0003095063,0.0004936614,0.00001462305,0.00001406188,0.00002092593,0.0001221145,0.0001026062,0.0003602246,0.9973411,0.001181473],"study_design_scores_gemma":[0.00008173363,0.000006884949,0.001637689,0.0001657196,0.00001374985,0.00003293745,0.00006386254,0.0001589254,0.0001778292,0.0007161004,0.9969278,0.00001683291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003533631,0.00002612844,0.00003881819,0.00003315094,0.00001017921,0.000004941357,0.9989138,0.0003584579,0.0005792048],"genre_scores_gemma":[0.0001388042,0.000031389,0.0001665351,0.00004095409,0.000002918201,0.0000363746,0.999062,0.0001365122,0.0003845626],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8575879,"threshold_uncertainty_score":0.4764159,"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."}}