{"id":"W4396035670","doi":"10.15468/dl.fm6gu8","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":[0.0009408591,0.001966666,0.001501904,0.004570611,0.0009899352,0.002384734,0.002727164,0.001928822,0.1512337],"category_scores_gemma":[0.005466098,0.0008803898,0.001149321,0.009334674,0.00043301,0.002293507,0.00243498,0.001948027,0.2117974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001630233,"about_ca_system_score_gemma":0.002272493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0216824,"about_ca_topic_score_gemma":0.03834049,"domain_scores_codex":[0.9989547,0.0001432052,0.0001300247,0.0003735007,0.000225885,0.0001726697],"domain_scores_gemma":[0.9978384,0.0005725574,0.0002066091,0.0005261903,0.0005855154,0.000270782],"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":[0.00002855728,0.00001131549,0.0003513511,0.0004489575,0.00001234919,0.00001307111,0.00001783364,0.0001127467,0.00009822395,0.0003347731,0.9973443,0.001226523],"study_design_scores_gemma":[0.00007509156,0.00000859484,0.001756475,0.0001593723,0.00001246612,0.00003461812,0.00005946619,0.0001494862,0.0001678953,0.000750887,0.9968085,0.00001706487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004486165,0.00002545099,0.0000428931,0.00003579504,0.00001253851,0.000005033405,0.9988139,0.0003387015,0.0006809515],"genre_scores_gemma":[0.0001487376,0.00003109828,0.0001796165,0.00004652654,0.000003478138,0.00003874805,0.9989325,0.0001399796,0.0004792213],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8487663,"threshold_uncertainty_score":0.5059272,"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."}}