{"id":"W4395831505","doi":"10.15468/dl.a4qp9m","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":[0.0009813266,0.001867647,0.001507459,0.004615334,0.0009361673,0.002417081,0.002754874,0.002118926,0.1445585],"category_scores_gemma":[0.005637871,0.0008957262,0.001155694,0.009052304,0.0004536512,0.002160907,0.002362953,0.0021085,0.189743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001563075,"about_ca_system_score_gemma":0.002199127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01936194,"about_ca_topic_score_gemma":0.03217709,"domain_scores_codex":[0.9990221,0.0001374456,0.0001245337,0.0003438721,0.0002118963,0.0001601723],"domain_scores_gemma":[0.9976646,0.000701338,0.0002250914,0.0005795432,0.000559302,0.000270152],"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":[0.00003052501,0.00001350165,0.0004274102,0.0005406726,0.00001638238,0.00001594295,0.00002326965,0.0001639458,0.0001187905,0.0003915016,0.9968664,0.00139161],"study_design_scores_gemma":[0.00009360349,0.000008946878,0.002064365,0.0001926947,0.00001546442,0.00003913393,0.00007530511,0.0002146979,0.0001926739,0.0008369628,0.9962484,0.00001779065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004509023,0.00002507991,0.00004322483,0.00003612923,0.00001165307,0.000005081323,0.9989655,0.0003214506,0.0005468439],"genre_scores_gemma":[0.0001748433,0.00003167642,0.0001993548,0.00004548898,0.000003605889,0.0000408141,0.9989779,0.0001251477,0.0004011619],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8554416,"threshold_uncertainty_score":0.4835962,"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."}}