{"id":"W6924820185","doi":"10.15468/dl.tkckze","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Computer Science and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Alien; The Internet","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003238373,0.0002350974,0.0002045919,0.0001409664,0.0004039364,0.0004355322,0.002678953,0.000118189,0.003665501],"category_scores_gemma":[0.00003866637,0.0002573315,0.0001302238,0.0008218191,0.00005497595,0.002632583,0.002251669,0.0003140824,0.03030008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003458332,"about_ca_system_score_gemma":0.0001750865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002029819,"about_ca_topic_score_gemma":0.000002996935,"domain_scores_codex":[0.9983132,0.00004165223,0.0002967039,0.0003154394,0.0006909093,0.0003421002],"domain_scores_gemma":[0.9986467,0.0000175131,0.0001696515,0.0009063188,0.000101242,0.0001585656],"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":[0.000002181559,0.00001544995,0.00004537593,0.00004057665,0.000008341372,0.000004435847,0.00006430944,0.0003838409,1.328011e-8,0.000001177456,0.9942887,0.00514556],"study_design_scores_gemma":[0.0001215977,0.00003347986,0.00002789855,7.901989e-7,0.000006430822,0.0000127359,0.0000193172,0.00003300399,7.555307e-7,0.000001788166,0.9994686,0.0002736359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003827427,0.00001783511,0.004088856,0.0001935386,0.001647706,0.0001499845,0.9936006,0.0002224648,0.00004073611],"genre_scores_gemma":[0.000003605172,0.00002870835,0.00003345187,0.0005053651,0.000001072986,0.000004443709,0.9994233,6.02051e-9,5.712509e-8],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02663458,"threshold_uncertainty_score":0.9999879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238943991807322,"score_gpt":0.1960030549368156,"score_spread":0.1836136150187424,"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."}}