{"id":"W4395705493","doi":"10.15468/dl.b1io5i","title":"Occurrence Download","year":2019,"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":[0.0009824281,0.00181152,0.001552684,0.004809527,0.0009272665,0.002568366,0.002761604,0.001970182,0.1581208],"category_scores_gemma":[0.005913098,0.0008581067,0.001175325,0.009942068,0.0004294342,0.00225508,0.002440194,0.001994808,0.2098129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001708257,"about_ca_system_score_gemma":0.002452414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02444007,"about_ca_topic_score_gemma":0.03790506,"domain_scores_codex":[0.9989879,0.0001372041,0.0001335929,0.0003490073,0.0002238052,0.0001684931],"domain_scores_gemma":[0.9976961,0.0006582671,0.0002263022,0.0005626297,0.0005883698,0.0002682525],"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":[0.00002704039,0.000009640004,0.0003548048,0.0004908284,0.00001528784,0.00001339968,0.0000212447,0.000123861,0.00009347322,0.0004106212,0.9971244,0.001315474],"study_design_scores_gemma":[0.00007528135,0.00000666834,0.001771198,0.0001811206,0.00001413561,0.0000318778,0.00006354028,0.000153798,0.0001667149,0.000801701,0.996718,0.00001586458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003364009,0.00002570163,0.00003862045,0.00003528374,0.00001050889,0.000004299985,0.9989709,0.0003123009,0.0005687305],"genre_scores_gemma":[0.0001562566,0.00003427082,0.0001618085,0.00004414823,0.000003291079,0.00003542711,0.9989957,0.0001359562,0.0004330168],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8418792,"threshold_uncertainty_score":0.5289667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241412917765197,"score_gpt":0.2238682037474346,"score_spread":0.1997269119709149,"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."}}