{"id":"W4395503003","doi":"10.15468/dl.29sxas","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002198089,0.0002392059,0.0002433995,0.00001344549,0.0007459361,0.0001069933,0.0006031223,0.0001782145,0.1083777],"category_scores_gemma":[0.0001162361,0.000112993,0.000156868,0.0003794024,0.0001056892,0.0004759312,0.0008217047,0.0002832379,0.04911067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002725967,"about_ca_system_score_gemma":0.00002353662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001377703,"about_ca_topic_score_gemma":0.000126133,"domain_scores_codex":[0.9986028,0.00007517674,0.0002994447,0.0002237207,0.0005095114,0.0002893127],"domain_scores_gemma":[0.9993755,0.00004457981,0.0002249884,0.0001218504,0.0001239581,0.000109172],"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":[0.00002540974,0.00003232446,0.001757383,0.00002798209,0.0000187851,0.000001857363,0.00002277989,0.000001021323,6.026908e-7,1.87739e-8,0.9923537,0.005758087],"study_design_scores_gemma":[0.00008470279,0.00007493548,0.0008144251,6.73231e-7,0.00002116051,0.000003326217,0.0002233399,1.071301e-8,0.000001872169,4.253351e-7,0.9985275,0.000247599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.008859526,0.00002601776,2.120859e-8,0.0003517357,0.0004478261,0.0002477193,0.9898576,0.00008972557,0.0001198932],"genre_scores_gemma":[0.00005281917,0.00008138756,1.44229e-7,0.0008403318,0.000002443007,0.000009649908,0.9990131,8.891474e-10,1.168963e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05926698,"threshold_uncertainty_score":0.9516297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02140341300223574,"score_gpt":0.20721881793236,"score_spread":0.1858154049301243,"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."}}