{"id":"W4396074205","doi":"10.15468/dl.epmyvg","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":[0.0008556801,0.001799139,0.001490507,0.004555763,0.0009012175,0.002493279,0.002626577,0.001902336,0.1721153],"category_scores_gemma":[0.00577297,0.0008857994,0.001107713,0.009390638,0.0003863926,0.002332549,0.002348463,0.001923598,0.2254343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001658143,"about_ca_system_score_gemma":0.002120209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02233939,"about_ca_topic_score_gemma":0.03645704,"domain_scores_codex":[0.9990779,0.0001230909,0.00012069,0.0003135514,0.0002131654,0.0001516315],"domain_scores_gemma":[0.9979089,0.000578577,0.0001825633,0.0005050473,0.0005884864,0.0002363277],"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":[0.00002686601,0.000009820633,0.0003289729,0.0004916786,0.00001354259,0.00001412671,0.00001913171,0.0001353371,0.00009132721,0.0003606279,0.99699,0.001518627],"study_design_scores_gemma":[0.00007709347,0.000007235299,0.001556887,0.000177848,0.000012703,0.00003476101,0.0000655583,0.0001959665,0.0001739968,0.0008018475,0.9968802,0.0000158164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003726954,0.00002626299,0.00005024736,0.00003560564,0.00001091017,0.000005607211,0.998667,0.000441528,0.0007255388],"genre_scores_gemma":[0.0001856259,0.00003915359,0.0002335618,0.00004874904,0.000003773832,0.00004454401,0.9987444,0.0001852236,0.0005149611],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8278847,"threshold_uncertainty_score":0.575783,"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."}}