{"id":"W4396391600","doi":"10.15468/dl.hg69dq","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":[0.0009575845,0.001845436,0.001484009,0.004272219,0.0009176444,0.002436402,0.002714226,0.001934389,0.1490112],"category_scores_gemma":[0.00590544,0.0009083334,0.001102882,0.008907801,0.0004194209,0.002154527,0.002326395,0.002044773,0.1997429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167384,"about_ca_system_score_gemma":0.002196383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02323041,"about_ca_topic_score_gemma":0.03786,"domain_scores_codex":[0.9990507,0.0001263471,0.0001200886,0.0003288497,0.0002198755,0.000154244],"domain_scores_gemma":[0.9977219,0.0006555851,0.0002209735,0.0005648205,0.0005770624,0.0002597066],"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":[0.00002701731,0.00001031922,0.0003660122,0.000453041,0.00001377422,0.00001381408,0.00002196504,0.0001303883,0.00009967938,0.0004020461,0.9971781,0.001283759],"study_design_scores_gemma":[0.00007688832,0.000006656937,0.00180371,0.0001633655,0.00001280098,0.00003313349,0.00006302803,0.0001765606,0.0001767419,0.0007852423,0.9966862,0.00001587525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003838621,0.00002218179,0.00004714579,0.00003498676,0.00001027626,0.000004847002,0.9988574,0.0003779049,0.000606809],"genre_scores_gemma":[0.0001716113,0.00003036953,0.0002103894,0.00004473958,0.000003260566,0.00004223789,0.9988946,0.0001662136,0.0004366136],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8509888,"threshold_uncertainty_score":0.4984922,"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."}}