{"id":"W4395854624","doi":"10.15468/dl.cfe2fa","title":"Occurrence Download","year":2020,"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":[0.001078052,0.002067037,0.001701464,0.006495158,0.0009648882,0.002771632,0.002901389,0.001873502,0.2001928],"category_scores_gemma":[0.007228944,0.0009550579,0.001343696,0.01269449,0.0004258639,0.002799157,0.002623158,0.001799683,0.2579813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001710389,"about_ca_system_score_gemma":0.002473544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02262112,"about_ca_topic_score_gemma":0.03491469,"domain_scores_codex":[0.9987576,0.0001544989,0.0001816415,0.0004345846,0.0002709124,0.0002007766],"domain_scores_gemma":[0.9968783,0.0008452737,0.0002788922,0.0008055841,0.0008554651,0.0003364322],"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":[0.00003016613,0.000008970032,0.0003708508,0.0005764259,0.000014884,0.00001384119,0.00002006558,0.0001223831,0.00008921757,0.0003316476,0.9966154,0.001806269],"study_design_scores_gemma":[0.00006405261,0.000008406515,0.001798676,0.0001889632,0.00001409101,0.00003357562,0.00007142976,0.000157959,0.000154386,0.0006405054,0.9968511,0.00001683679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003076138,0.00002145858,0.00003694433,0.00002874682,0.00001102892,0.000004678012,0.9989859,0.000331567,0.0005489326],"genre_scores_gemma":[0.0001266682,0.00003168228,0.0001802366,0.00003797988,0.000003611003,0.00003940536,0.9989263,0.0001398724,0.0005140251],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7998073,"threshold_uncertainty_score":0.6697115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244567428099237,"score_gpt":0.2158838858445054,"score_spread":0.1934382115635131,"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."}}