{"id":"W4395822243","doi":"10.15468/dl.cfjq89","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":[0.0009650196,0.001971187,0.001645868,0.004626362,0.0009383252,0.002516681,0.002763571,0.002093977,0.1576544],"category_scores_gemma":[0.005597489,0.0009583082,0.001117074,0.009359824,0.0004436105,0.002303099,0.00245896,0.002105231,0.2127513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001631982,"about_ca_system_score_gemma":0.002199477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02184633,"about_ca_topic_score_gemma":0.03571516,"domain_scores_codex":[0.9990026,0.0001356727,0.0001282762,0.0003467353,0.0002209095,0.0001658371],"domain_scores_gemma":[0.9976678,0.0006426721,0.0002285898,0.0005928093,0.0005749888,0.0002930818],"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":[0.00002855892,0.00001171335,0.0003524287,0.0004957761,0.00001345589,0.00001379646,0.00002042597,0.0001212852,0.00009599484,0.0003323632,0.9973551,0.001159099],"study_design_scores_gemma":[0.00009849113,0.000008158613,0.002006202,0.0001824877,0.0000135926,0.00003482142,0.00007006622,0.0001720754,0.0001724598,0.0007436029,0.9964805,0.00001747173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000373736,0.00002169544,0.00003689301,0.00003220337,0.00001010597,0.000005092753,0.9990199,0.0003019173,0.0005348788],"genre_scores_gemma":[0.0001624569,0.00003047492,0.000172254,0.00004535579,0.000003572636,0.00004367026,0.9989773,0.0001299436,0.0004349657],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8423457,"threshold_uncertainty_score":0.5274063,"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."}}