{"id":"W4395310283","doi":"10.15468/dl.8q5f95","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":[0.0009676855,0.001878502,0.001579788,0.004668804,0.000936306,0.002451219,0.002639681,0.002077332,0.1501632],"category_scores_gemma":[0.005651616,0.0008844597,0.001125028,0.00920753,0.0004263198,0.002272196,0.002303199,0.001992601,0.2038151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00153029,"about_ca_system_score_gemma":0.002102987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01866653,"about_ca_topic_score_gemma":0.03082637,"domain_scores_codex":[0.9989598,0.0001460286,0.0001318913,0.0003633559,0.0002305666,0.0001682973],"domain_scores_gemma":[0.9977273,0.0006485116,0.0002249256,0.0005737418,0.0005519526,0.0002734574],"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":[0.00002860259,0.00001153546,0.0003741108,0.0004724701,0.00001417618,0.00001321735,0.00001937047,0.0001349335,0.00009970021,0.0003429513,0.9971973,0.001291611],"study_design_scores_gemma":[0.00008576871,0.000008391602,0.001986198,0.0001826349,0.00001406686,0.00003641428,0.00006621602,0.0001905935,0.0001781479,0.0007900974,0.9964445,0.0000169692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004321526,0.00002676498,0.00004166122,0.00003560775,0.00001137417,0.000004932323,0.9989492,0.0003158395,0.0005714763],"genre_scores_gemma":[0.0001694051,0.00003278173,0.000175681,0.00004649945,0.000003729702,0.00004162154,0.9989654,0.0001261125,0.0004388919],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8498368,"threshold_uncertainty_score":0.5023461,"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."}}