{"id":"W4396291024","doi":"10.15468/dl.jazzpf","title":"Occurrence Download","year":2022,"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":[0.001055381,0.001933062,0.00158525,0.004637233,0.0009287927,0.002581557,0.002824753,0.002032685,0.1724902],"category_scores_gemma":[0.006254831,0.0009574667,0.001110613,0.009050341,0.0004401472,0.002302963,0.00242824,0.002032309,0.2159362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168903,"about_ca_system_score_gemma":0.002350207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02276465,"about_ca_topic_score_gemma":0.0357944,"domain_scores_codex":[0.9989681,0.0001406782,0.0001354985,0.0003579629,0.00023315,0.0001645952],"domain_scores_gemma":[0.9975217,0.0007380326,0.0002429426,0.0005956993,0.0006117551,0.0002898346],"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":[0.000027254,0.00001004448,0.0003341426,0.0004946609,0.00001417523,0.00001419645,0.00002119461,0.0001181922,0.00009303715,0.0003664946,0.9973229,0.00118379],"study_design_scores_gemma":[0.00008692546,0.000007239047,0.001800446,0.0001852008,0.00001431689,0.0000354411,0.00006491946,0.0001683565,0.000176298,0.0007560935,0.9966882,0.0000167008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003166922,0.0000210434,0.00003994925,0.00003214982,0.000009128175,0.000004571692,0.9989748,0.0003296272,0.0005571246],"genre_scores_gemma":[0.0001542902,0.00003064551,0.0001800187,0.00004461784,0.00000315646,0.0000401225,0.9989709,0.0001543232,0.0004218869],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8275098,"threshold_uncertainty_score":0.5770372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}