{"id":"W4395217066","doi":"10.15468/dl.2eb3md","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Medicinal Plant Studies","field":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003136336,0.0002903692,0.0004903669,0.0001273715,0.0003940754,0.00003086479,0.0002827722,0.000206738,0.06548391],"category_scores_gemma":[0.0003760162,0.0002748689,0.0001682343,0.0003333387,0.0001864073,0.0003292564,0.0005204456,0.0005559358,0.07944316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005892852,"about_ca_system_score_gemma":0.0002525388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004117704,"about_ca_topic_score_gemma":0.000007044874,"domain_scores_codex":[0.9980395,0.00005287315,0.0004191166,0.0002325543,0.0009575593,0.0002984015],"domain_scores_gemma":[0.9987553,0.0000329652,0.0002851771,0.0005012748,0.0002092178,0.0002160604],"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":[0.0002714009,0.0000600508,0.004188624,0.000548917,0.00009959307,0.00003115162,0.00005895531,0.000001405778,2.483164e-8,3.414461e-8,0.9941481,0.0005917145],"study_design_scores_gemma":[0.0007453109,0.0001686911,0.0004218169,0.000005808315,0.0002629269,0.00007876509,0.0004547091,4.078022e-8,6.756116e-7,1.995324e-7,0.9976419,0.0002192191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005212015,0.00006908504,7.656556e-7,0.0005669021,0.0007361489,0.0005228434,0.9970924,0.00009290237,0.0003977115],"genre_scores_gemma":[0.000006881413,0.0002288017,9.325694e-7,0.001985315,0.000002405042,0.00000794421,0.9977672,1.225735e-8,4.825387e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01395926,"threshold_uncertainty_score":0.9999704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02227128677191332,"score_gpt":0.2439213073123055,"score_spread":0.2216500205403922,"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."}}