{"id":"W4396022988","doi":"10.15468/dl.fbcqx2","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":[0.0009200887,0.001916505,0.001608463,0.004541641,0.0009682148,0.002580724,0.002678694,0.002051799,0.1590351],"category_scores_gemma":[0.005721456,0.0008929312,0.001139807,0.009328626,0.0004253308,0.002532134,0.002473482,0.002132152,0.2231127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001594145,"about_ca_system_score_gemma":0.002229137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01970656,"about_ca_topic_score_gemma":0.03536705,"domain_scores_codex":[0.9989472,0.0001480454,0.0001285681,0.0003796643,0.0002283655,0.0001680669],"domain_scores_gemma":[0.9975982,0.0006646548,0.0002238196,0.0006208163,0.000607499,0.0002850567],"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":[0.00002611528,0.00001085658,0.0003247767,0.0004510756,0.00001239674,0.00001293611,0.00001922235,0.0001167666,0.00008779109,0.0003546485,0.9974597,0.001123815],"study_design_scores_gemma":[0.00007653023,0.00000742182,0.001561573,0.0001651885,0.00001192801,0.00003041765,0.00006254137,0.000157314,0.0001521438,0.0008386637,0.9969201,0.00001616587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003625864,0.00002293216,0.00003962572,0.00003658257,0.00001101183,0.000005098089,0.9988771,0.0003317125,0.0006396282],"genre_scores_gemma":[0.0001544205,0.00003298372,0.000188117,0.00005096381,0.000003812111,0.00004230507,0.9988714,0.000147215,0.0005087155],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8409649,"threshold_uncertainty_score":0.5320253,"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."}}