{"id":"W4395788760","doi":"10.15468/dl.b4nnza","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":[0.0009627687,0.002115286,0.001641724,0.004785306,0.0009234147,0.002586633,0.002762699,0.001931764,0.161038],"category_scores_gemma":[0.005655225,0.001004301,0.001145657,0.009672751,0.0004335974,0.002380992,0.002561302,0.001986144,0.2174737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00158987,"about_ca_system_score_gemma":0.002319562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01930534,"about_ca_topic_score_gemma":0.03236418,"domain_scores_codex":[0.9989361,0.0001451634,0.0001421308,0.0003813016,0.0002244958,0.000170776],"domain_scores_gemma":[0.9976852,0.0006250755,0.0002309308,0.0005828995,0.0005952957,0.0002805762],"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":[0.00003274209,0.00001133702,0.0003360594,0.0005238522,0.00001467614,0.0000134008,0.00001904824,0.0001128117,0.0001087037,0.000375763,0.9971659,0.001285825],"study_design_scores_gemma":[0.00008439674,0.000008089805,0.001666312,0.0001611544,0.00001380692,0.00003295188,0.00005198238,0.0001427518,0.0001818056,0.0007864053,0.9968533,0.00001718341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003527899,0.00002289788,0.00003923458,0.00002940774,0.000009865053,0.000005002108,0.9989032,0.0003427221,0.0006125416],"genre_scores_gemma":[0.0001484936,0.00003385899,0.0001845857,0.00004940304,0.000003497537,0.0000428482,0.9989136,0.0001568801,0.0004668306],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.838962,"threshold_uncertainty_score":0.5387257,"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."}}