{"id":"W4395300977","doi":"10.15468/dl.65sqtd","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":[0.0009375648,0.002049652,0.00165636,0.004700672,0.001001779,0.002609476,0.002938498,0.002085259,0.1433158],"category_scores_gemma":[0.005437671,0.0009299421,0.001124357,0.01016521,0.0004572429,0.002230997,0.002508812,0.002102272,0.199101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001862237,"about_ca_system_score_gemma":0.002662647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02997424,"about_ca_topic_score_gemma":0.04796893,"domain_scores_codex":[0.9989753,0.0001320845,0.0001239199,0.0003497386,0.000244788,0.0001741157],"domain_scores_gemma":[0.9978544,0.0005702376,0.0002033203,0.0005315092,0.0005618213,0.0002786678],"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":[0.00003041539,0.00001124546,0.0003433904,0.0004941659,0.00001472537,0.00001507759,0.00002198348,0.0001304544,0.0001037292,0.0003838129,0.9972969,0.0011542],"study_design_scores_gemma":[0.0000885237,0.000007054734,0.001753833,0.0001718035,0.00001376062,0.00003480402,0.00006985193,0.0001662294,0.0001897053,0.0007274605,0.99676,0.00001705565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003696775,0.0000235811,0.00003601956,0.00003164073,0.000008925213,0.000004632866,0.9989941,0.0003225683,0.0005416677],"genre_scores_gemma":[0.0001507535,0.00003072585,0.0001530119,0.00003858813,0.00000274485,0.0000362457,0.9990739,0.0001273602,0.0003865568],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8566842,"threshold_uncertainty_score":0.4794391,"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."}}