{"id":"W4395439592","doi":"10.15468/dl.6c87wp","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":[0.0008458151,0.001966312,0.001645415,0.004427667,0.00105041,0.002592741,0.00295589,0.002250731,0.1319667],"category_scores_gemma":[0.005426125,0.0009018944,0.001366856,0.008975824,0.0004414048,0.002382789,0.002384074,0.002146879,0.2009215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001645515,"about_ca_system_score_gemma":0.002367544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01933186,"about_ca_topic_score_gemma":0.03329648,"domain_scores_codex":[0.9990163,0.0001336803,0.0001319447,0.0003545774,0.0002021094,0.0001613797],"domain_scores_gemma":[0.9980301,0.0005316943,0.0001729596,0.0005158581,0.0005268792,0.0002223728],"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":[0.00003089409,0.00001274327,0.0004167894,0.0006272477,0.00001682406,0.0000178067,0.00002195503,0.0001450337,0.000122603,0.0003739947,0.996592,0.001622018],"study_design_scores_gemma":[0.00008140708,0.000008502663,0.001798664,0.0002047622,0.00001602591,0.00004438504,0.00006556845,0.0002053749,0.0001974908,0.0007712476,0.9965897,0.00001696381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005234004,0.00004079463,0.00005133249,0.0000415976,0.00001381643,0.000006714825,0.9986174,0.0004455759,0.0007304754],"genre_scores_gemma":[0.0001683797,0.00004059368,0.0002036313,0.00005152555,0.000003636864,0.00004595859,0.9989177,0.0001259727,0.0004426318],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8680333,"threshold_uncertainty_score":0.4414725,"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."}}