{"id":"W4396182117","doi":"10.15468/dl.e9v2p8","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":[0.0009809504,0.001979372,0.001667288,0.004835675,0.0009275997,0.002587542,0.002793343,0.002166543,0.157465],"category_scores_gemma":[0.006137295,0.0009179421,0.001155418,0.009734247,0.0004583243,0.002245063,0.002441715,0.002061942,0.2101746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001675771,"about_ca_system_score_gemma":0.002342133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02151715,"about_ca_topic_score_gemma":0.03509322,"domain_scores_codex":[0.9989533,0.0001398171,0.0001406458,0.0003678758,0.0002290072,0.000169342],"domain_scores_gemma":[0.9975994,0.0006858086,0.0002387873,0.0005704712,0.0006166477,0.0002889458],"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":[0.00003115193,0.00001132271,0.0003628713,0.0005905047,0.00001579123,0.00001533311,0.0000214375,0.0001353023,0.0001053639,0.0003740337,0.9970702,0.001266785],"study_design_scores_gemma":[0.00009055361,0.000007547792,0.001672649,0.0001995647,0.00001433988,0.00003412554,0.00006434877,0.000161135,0.0001722374,0.0007304965,0.9968359,0.00001712608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003440251,0.00002448449,0.00003496418,0.00003191041,0.000009884103,0.000004985729,0.9990469,0.0002835305,0.0005289676],"genre_scores_gemma":[0.0001648316,0.00003489424,0.0001762631,0.00004617629,0.000003555993,0.0000437399,0.9989846,0.0001298823,0.0004160006],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.842535,"threshold_uncertainty_score":0.5267729,"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."}}