{"id":"W4396418285","doi":"10.15468/dl.gku5x2","title":"Occurrence Download","year":2023,"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":[0.0008183386,0.00209898,0.001621354,0.004745828,0.001020759,0.002623131,0.002866921,0.002213313,0.157737],"category_scores_gemma":[0.005482029,0.0009527658,0.001308277,0.009832747,0.0004307611,0.002432249,0.002538159,0.002078545,0.2157922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001916481,"about_ca_system_score_gemma":0.002469755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02970749,"about_ca_topic_score_gemma":0.04942423,"domain_scores_codex":[0.9990415,0.0001164683,0.0001259724,0.0003289254,0.0002191508,0.000167944],"domain_scores_gemma":[0.9979271,0.0005525074,0.000175507,0.0005275077,0.0005764759,0.0002409909],"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":[0.00003298461,0.00001213874,0.0003856754,0.0005782674,0.0000152673,0.00001790219,0.00002462049,0.0001461093,0.0001102508,0.0004042051,0.996666,0.001606663],"study_design_scores_gemma":[0.00008404791,0.000007523397,0.001697131,0.0001867737,0.0000126838,0.0000392001,0.00007368724,0.0001987623,0.0001640289,0.0007290916,0.9967898,0.00001736102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000457943,0.00002908981,0.00004936546,0.0000380685,0.00001187268,0.000005557789,0.9985842,0.0005065728,0.0007295004],"genre_scores_gemma":[0.0001701147,0.00003735781,0.0002256099,0.00004616951,0.000003238831,0.00003909271,0.9988722,0.0001699609,0.0004361905],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.842263,"threshold_uncertainty_score":0.527683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484850230871555,"score_gpt":0.2268166199254699,"score_spread":0.2019681176167544,"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."}}