{"id":"W6924728851","doi":"10.15468/dl.n5ggst","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Religion and Society in Latin America","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set; Order (exchange)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006707212,0.0002122484,0.0002630884,0.00006348574,0.001068461,0.0002589166,0.0007020381,0.0005043162,0.001355893],"category_scores_gemma":[0.0006294184,0.0002311903,0.0002429501,0.0007806511,0.0007047002,0.0006806496,0.0002318723,0.0003170429,0.6284488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005262084,"about_ca_system_score_gemma":0.000426717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01442256,"about_ca_topic_score_gemma":0.0001725811,"domain_scores_codex":[0.9979107,0.000180586,0.0003554383,0.0002057245,0.0009320481,0.0004155358],"domain_scores_gemma":[0.9986994,0.00006936069,0.0003140356,0.0003683236,0.0002979968,0.0002509333],"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":[0.000008725759,0.00001509632,0.0002385117,0.00004261001,0.00002225121,0.000001217245,0.0008365416,0.000003768789,2.476115e-9,0.000001268278,0.9977949,0.001035125],"study_design_scores_gemma":[0.0001386866,0.00001426956,0.00003394749,0.00000242518,0.00002600499,2.909499e-7,0.003273125,5.334551e-8,5.767772e-8,0.000003890376,0.9962638,0.0002434352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004573869,0.00001204643,0.000002096206,0.00100142,0.001338523,0.0003210939,0.9948485,0.0002982867,0.002132278],"genre_scores_gemma":[0.000003039702,0.001171044,0.000001510553,0.001030711,0.000005113628,0.000004606818,0.9977823,1.461818e-8,0.000001625384],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6270929,"threshold_uncertainty_score":0.999557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02150501157646883,"score_gpt":0.27640891435161,"score_spread":0.2549039027751411,"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."}}