{"id":"W4396211752","doi":"10.15468/dl.eew52f","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":[0.001079726,0.001900603,0.001571081,0.004750731,0.001004516,0.002625264,0.002879879,0.002047088,0.1693946],"category_scores_gemma":[0.006403308,0.0009643657,0.001135546,0.009514565,0.0004606291,0.00232969,0.002556542,0.002117648,0.2269956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666167,"about_ca_system_score_gemma":0.002375133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02131522,"about_ca_topic_score_gemma":0.03452169,"domain_scores_codex":[0.9988912,0.0001504776,0.0001439865,0.000376227,0.0002583494,0.0001797705],"domain_scores_gemma":[0.9974136,0.0007294185,0.0002465626,0.0006587098,0.0006411406,0.0003105969],"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":[0.00002667708,0.00001031172,0.0003239472,0.0004413086,0.0000124243,0.00001350337,0.00002192125,0.0001089071,0.00009013507,0.0003714914,0.9974362,0.001143285],"study_design_scores_gemma":[0.00007760538,0.000006967905,0.001742134,0.0001758295,0.00001281709,0.00003538425,0.00007016326,0.0001554653,0.0001776112,0.0007958364,0.9967334,0.00001669812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003672183,0.00002121022,0.00004500086,0.0000356925,0.00001045656,0.000005136473,0.9988564,0.0003689428,0.0006204699],"genre_scores_gemma":[0.0001586799,0.00003044888,0.0001919787,0.00004646017,0.000003362105,0.00004391577,0.9988814,0.0001721405,0.0004716212],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8306054,"threshold_uncertainty_score":0.5666813,"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."}}