{"id":"W4395739236","doi":"10.15468/dl.c97v64","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":[0.0009480444,0.001943511,0.001601589,0.004432578,0.0009256459,0.002507433,0.002794015,0.002099124,0.1500918],"category_scores_gemma":[0.005806638,0.0009091145,0.001143071,0.009050233,0.0004282572,0.002335503,0.002418352,0.002082304,0.1977081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581599,"about_ca_system_score_gemma":0.002233428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02023837,"about_ca_topic_score_gemma":0.03591808,"domain_scores_codex":[0.9989656,0.0001450943,0.0001345839,0.0003625683,0.0002283009,0.0001638699],"domain_scores_gemma":[0.9976559,0.0006668329,0.00022766,0.000592826,0.0005720366,0.0002847846],"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":[0.00002848014,0.00001177545,0.0003537661,0.000502709,0.00001455153,0.00001475807,0.00001977369,0.0001296019,0.0000907518,0.000359613,0.9973099,0.001164376],"study_design_scores_gemma":[0.00009384546,0.000008260586,0.001872531,0.0001795716,0.0000140608,0.0000365661,0.00006679252,0.000184108,0.0001758041,0.0008382605,0.9965126,0.00001769321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003857076,0.00002348257,0.00004045876,0.00003537178,0.0000105539,0.000005236544,0.9989433,0.0003341007,0.0005689733],"genre_scores_gemma":[0.0001682588,0.00003218768,0.0001870154,0.00004984926,0.000003629661,0.00004394574,0.9989436,0.0001340123,0.000437627],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8499082,"threshold_uncertainty_score":0.5021073,"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."}}