{"id":"W4396159979","doi":"10.15468/dl.cs39ye","title":"Occurrence Download","year":2021,"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":[0.0009136247,0.001919918,0.001525749,0.004412453,0.0009963429,0.002608048,0.002919597,0.002105572,0.1540258],"category_scores_gemma":[0.006173627,0.0009581311,0.001197257,0.008951257,0.0004474063,0.002449247,0.002568526,0.002119804,0.2129918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001703346,"about_ca_system_score_gemma":0.002282967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02033457,"about_ca_topic_score_gemma":0.03259683,"domain_scores_codex":[0.9990479,0.0001333649,0.0001273429,0.0003433478,0.0001976174,0.0001504166],"domain_scores_gemma":[0.9978328,0.00061903,0.0001874345,0.0005698023,0.0005562243,0.0002346653],"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":[0.00002829152,0.00001103203,0.000336245,0.0005640106,0.00001431366,0.00001460303,0.00002309005,0.0001250106,0.0001002782,0.0003830945,0.9968747,0.001525419],"study_design_scores_gemma":[0.000069555,0.000006666059,0.001403011,0.0001845529,0.00001266234,0.00003330271,0.00006607101,0.0001667208,0.0001667612,0.0007856298,0.99709,0.000014962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003855759,0.00002904344,0.00005031286,0.00004036372,0.00001251212,0.000006690229,0.9986994,0.0004253341,0.0006976108],"genre_scores_gemma":[0.0001685528,0.00004051179,0.0002412258,0.00005560228,0.000003626803,0.00005490871,0.9987798,0.0001695165,0.0004862527],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8459742,"threshold_uncertainty_score":0.5152677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021429888384592,"score_gpt":0.2181986141136432,"score_spread":0.1979843152297973,"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."}}