{"id":"W4395812331","doi":"10.15468/dl.at6dg9","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":[0.001055804,0.001913629,0.001599988,0.004688173,0.000975712,0.002570229,0.002835757,0.002039301,0.1637407],"category_scores_gemma":[0.006171281,0.0009799089,0.001150803,0.009383299,0.0004393269,0.00231706,0.002463403,0.002123426,0.208784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001718078,"about_ca_system_score_gemma":0.002350381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02403921,"about_ca_topic_score_gemma":0.03825114,"domain_scores_codex":[0.9989247,0.0001451044,0.0001407699,0.0003699249,0.0002496191,0.0001699062],"domain_scores_gemma":[0.9974641,0.0007381483,0.0002392095,0.0006258444,0.0006471686,0.0002854406],"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":[0.00002675757,0.00001066085,0.0003479077,0.0004744166,0.00001428268,0.00001374505,0.00002242907,0.0001231453,0.00009722984,0.0003782121,0.9972383,0.001252839],"study_design_scores_gemma":[0.00007933359,0.000006858207,0.001887629,0.0001758693,0.00001368218,0.00003401062,0.00006726517,0.0001677243,0.0001754811,0.0007523585,0.9966229,0.00001695276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003499402,0.00002161826,0.00004446444,0.00003391956,0.000009732877,0.000004743488,0.9989228,0.0003559048,0.0005718169],"genre_scores_gemma":[0.0001542715,0.00003048346,0.0001940011,0.00004282656,0.000003080391,0.00004039816,0.9989539,0.0001614795,0.0004195059],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8362593,"threshold_uncertainty_score":0.5477672,"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."}}