{"id":"W4396319141","doi":"10.15468/dl.gbgm3c","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":[0.000994864,0.001852219,0.001524071,0.005047219,0.0008362234,0.002355039,0.002732199,0.001920056,0.1612127],"category_scores_gemma":[0.005702743,0.0008821591,0.001069933,0.0103267,0.0004213694,0.00225304,0.002204378,0.00185953,0.1936988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001748303,"about_ca_system_score_gemma":0.00243297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02518462,"about_ca_topic_score_gemma":0.03660841,"domain_scores_codex":[0.9989966,0.0001309788,0.0001316017,0.0003315921,0.0002386394,0.0001706227],"domain_scores_gemma":[0.9977267,0.0006150231,0.0002270658,0.000527598,0.0006103387,0.000293237],"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":[0.00003054282,0.00001023055,0.0003524299,0.000489359,0.00001446811,0.00001396277,0.00001941848,0.0001331018,0.00009520583,0.0003931769,0.997157,0.00129115],"study_design_scores_gemma":[0.00007619768,0.000007080625,0.001911915,0.0001661564,0.00001358124,0.00003426033,0.00006145506,0.0001643085,0.0001760606,0.0006991663,0.9966737,0.00001620369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003456848,0.00002195134,0.00003317261,0.00003201269,0.000009588524,0.00000404953,0.999055,0.0002609748,0.0005486766],"genre_scores_gemma":[0.0001586551,0.00003029337,0.000143411,0.00004008511,0.000003048568,0.0000328611,0.9990339,0.0001132607,0.0004444984],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8387873,"threshold_uncertainty_score":0.5393101,"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."}}