{"id":"W4395436139","doi":"10.15468/dl.8gaa4b","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Forest Insect Ecology and Management","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":[0.0009604553,0.002080574,0.001687948,0.004551231,0.001045998,0.002646561,0.002880962,0.00225711,0.1775227],"category_scores_gemma":[0.006251035,0.0009395772,0.001312815,0.008372789,0.0004408341,0.002585247,0.002713662,0.002175933,0.2438988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001640046,"about_ca_system_score_gemma":0.002362209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0215577,"about_ca_topic_score_gemma":0.03610807,"domain_scores_codex":[0.9989439,0.0001469228,0.0001306491,0.0003808986,0.0002223841,0.0001753814],"domain_scores_gemma":[0.9974917,0.0007169967,0.0002168649,0.0006479913,0.0006332088,0.0002931953],"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":[0.00002764409,0.00001138678,0.0003192823,0.0004916586,0.00001240724,0.00001309977,0.000019256,0.0001066133,0.00008450181,0.000302658,0.997437,0.001174413],"study_design_scores_gemma":[0.00009293863,0.000009728741,0.001745977,0.0001986175,0.00001396112,0.00003491393,0.00007127395,0.0001985936,0.0001697633,0.0008425097,0.9966033,0.00001838667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003878514,0.00002557254,0.00004080397,0.00004253873,0.00001251499,0.000006605814,0.9987785,0.000430563,0.0006239767],"genre_scores_gemma":[0.0001557142,0.00003385085,0.0002024913,0.00005612051,0.000004139616,0.0000503563,0.9988272,0.0001662848,0.0005038675],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8224773,"threshold_uncertainty_score":0.5938724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008994309698071455,"score_gpt":0.1952201466926858,"score_spread":0.1862258369946143,"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."}}