{"id":"W4395722171","doi":"10.15468/dl.aiitzm","title":"Occurrence Download","year":2016,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Satellite Image Processing and Photogrammetry","field":"Engineering","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":[0.0001407552,0.0002838909,0.0002253612,0.00009092028,0.0001309644,0.0001624373,0.0003950663,0.0003373918,0.001094513],"category_scores_gemma":[0.00005853614,0.0002571477,0.0001104732,0.0002566784,0.0001097735,0.0007557037,0.00009729095,0.000235917,0.1488267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002356828,"about_ca_system_score_gemma":0.00004951314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009014368,"about_ca_topic_score_gemma":0.000002961113,"domain_scores_codex":[0.9989299,0.00002044094,0.0003000936,0.000143649,0.0003009296,0.0003049683],"domain_scores_gemma":[0.9992263,0.00001879371,0.00009076045,0.0003818042,0.0001379725,0.0001443547],"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":[0.00001151088,0.000007607152,0.0002018729,0.0003571479,0.00002804197,0.000001270462,0.00001572483,0.00001146909,2.197599e-7,5.576329e-9,0.9811811,0.01818399],"study_design_scores_gemma":[0.0002005777,0.000009839102,0.00001175471,0.000007758347,0.00003056149,0.000004505401,0.00002201525,6.886241e-7,0.00003277876,8.347886e-7,0.9993681,0.00031062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000937336,0.000150024,0.00007862668,0.00001978498,0.0008394758,0.0001331585,0.9980611,0.0003628727,0.0002611909],"genre_scores_gemma":[0.00002126753,0.0003208127,0.000002720084,0.0001330528,0.000002486751,0.000002982394,0.9995166,2.28111e-8,7.765641e-8],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1477322,"threshold_uncertainty_score":0.9999881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110856274208747,"score_gpt":0.2063939024612756,"score_spread":0.1953082750404009,"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."}}