{"id":"W6905485680","doi":"10.15468/dl.mhppxh","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Software; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001032808,0.002049601,0.001667007,0.005297438,0.0009968394,0.002676902,0.002859206,0.002070534,0.1585516],"category_scores_gemma":[0.006345984,0.0009139578,0.001222262,0.01013498,0.0004527296,0.002326223,0.002536577,0.00200208,0.2183571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001530733,"about_ca_system_score_gemma":0.002334968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02143528,"about_ca_topic_score_gemma":0.0357229,"domain_scores_codex":[0.998908,0.000155054,0.0001413323,0.000385905,0.0002301186,0.0001796389],"domain_scores_gemma":[0.9973797,0.0007721384,0.0002436198,0.0006684404,0.0006352176,0.0003008323],"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":[0.00003126172,0.00001148128,0.0003994303,0.0005681521,0.00001610611,0.00001568582,0.00002249589,0.000127998,0.0001089842,0.0003481063,0.9969884,0.0013619],"study_design_scores_gemma":[0.00007989806,0.00000899722,0.002003813,0.0002110068,0.00001636989,0.00003864952,0.00007635306,0.0001568171,0.0001871333,0.0007977046,0.9964038,0.00001938666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000397125,0.00002724579,0.00004062411,0.00003230316,0.00001108806,0.000005015668,0.9989496,0.0003372486,0.0005572952],"genre_scores_gemma":[0.0001601892,0.00003270576,0.000175563,0.00004330153,0.000003525794,0.00004109246,0.998978,0.0001341856,0.00043153],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8414484,"threshold_uncertainty_score":0.5304081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850871640220096,"score_gpt":0.2277224731265546,"score_spread":0.2092137567243537,"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."}}