{"id":"W6905871108","doi":"10.15468/dl.k4rmdp","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); Data set","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":[0.001073634,0.001962055,0.001634528,0.005158595,0.00101704,0.002595865,0.002911958,0.002130239,0.1619281],"category_scores_gemma":[0.006473783,0.0009406736,0.00118476,0.00986425,0.0004667704,0.002323986,0.002598201,0.002024226,0.216078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542102,"about_ca_system_score_gemma":0.002399498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02125531,"about_ca_topic_score_gemma":0.03628205,"domain_scores_codex":[0.998903,0.0001579283,0.0001422549,0.0003867645,0.0002315967,0.0001782987],"domain_scores_gemma":[0.9972486,0.0008101574,0.0002558759,0.0007154593,0.0006545206,0.0003153372],"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":[0.00002946177,0.00001164809,0.000381287,0.0005569559,0.00001533048,0.00001509454,0.00002334386,0.0001168731,0.0001105008,0.0003657062,0.9971249,0.001249005],"study_design_scores_gemma":[0.00008078267,0.000008812423,0.001942825,0.0002028613,0.0000154394,0.00003836651,0.00007440834,0.0001381387,0.0001806192,0.0007746957,0.9965242,0.00001901791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003913359,0.00002505257,0.00004002202,0.00003401117,0.00001085289,0.00000526748,0.9989628,0.0003192223,0.0005636855],"genre_scores_gemma":[0.0001582523,0.00003144426,0.0001786638,0.00004610547,0.000003433141,0.00004326708,0.9989612,0.0001331723,0.000444473],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8380719,"threshold_uncertainty_score":0.5417035,"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."}}