{"id":"W4395562271","doi":"10.15468/dl.83skjz","title":"Occurrence Download","year":2020,"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":[0.0008793254,0.002007572,0.001534675,0.004694082,0.001044325,0.002516061,0.003009146,0.002189015,0.1550349],"category_scores_gemma":[0.00591671,0.000936476,0.001131818,0.009484728,0.0004575265,0.002431194,0.002447237,0.002103081,0.1992611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001960472,"about_ca_system_score_gemma":0.002473024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0309861,"about_ca_topic_score_gemma":0.04744349,"domain_scores_codex":[0.9990509,0.0001206297,0.0001178883,0.0003115504,0.0002401242,0.0001588975],"domain_scores_gemma":[0.9976928,0.0006393938,0.0001972414,0.0005781917,0.0006116946,0.0002807314],"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":[0.00002827113,0.00001198637,0.0003205879,0.0004112881,0.00001153142,0.00001560366,0.00002185097,0.0001224283,0.00009405853,0.0003533129,0.9973722,0.00123698],"study_design_scores_gemma":[0.00008865853,0.000008085714,0.001918099,0.0001677907,0.00001300884,0.00004054568,0.00008547375,0.0002333388,0.0002090885,0.0007435023,0.9964746,0.00001776651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004719333,0.00002175485,0.00004438797,0.00004202664,0.00001094858,0.00000557679,0.9986886,0.0004483091,0.0006911788],"genre_scores_gemma":[0.0001783078,0.00002890884,0.0001977355,0.00003959522,0.000003136192,0.00004029711,0.9988844,0.0001542638,0.0004733401],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.844965,"threshold_uncertainty_score":0.5186436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244567428099237,"score_gpt":0.2158838858445054,"score_spread":0.1934382115635131,"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."}}