{"id":"W6962101602","doi":"10.15468/dl.s8wdbj","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Sunflower and Safflower Cultivation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Matching (statistics); Download; Range (aeronautics); Set (abstract data type)","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":[0.0002457215,0.0002270109,0.0002044103,0.00001704451,0.000580857,0.0001322917,0.0005524446,0.0002144114,0.1446533],"category_scores_gemma":[0.00009664977,0.0001109316,0.0001705942,0.0004574013,0.00006668916,0.0006679648,0.0003678992,0.000277246,0.03582541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002341052,"about_ca_system_score_gemma":0.0000278166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001004006,"about_ca_topic_score_gemma":0.00007798611,"domain_scores_codex":[0.9985614,0.00008874069,0.0003082367,0.0002353313,0.0005499248,0.0002563304],"domain_scores_gemma":[0.9993654,0.000038062,0.0002146107,0.0001273084,0.0001380234,0.0001165568],"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":[0.00004233429,0.00004525913,0.001050402,0.00001707647,0.00001295295,0.000001290161,0.00001990179,0.000003177532,0.000001352885,3.328405e-8,0.9909852,0.007821081],"study_design_scores_gemma":[0.0001171386,0.00007053307,0.000989052,6.26329e-7,0.00002132143,0.000003107683,0.0002555546,4.436006e-8,0.000002366003,7.315327e-7,0.9982874,0.0002520781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.007592209,0.00001508527,1.286446e-7,0.0002424035,0.0006293721,0.0002646008,0.9910644,0.00009583958,0.00009596135],"genre_scores_gemma":[0.00006162755,0.00003903939,1.847017e-7,0.0006335984,0.000002866608,0.000008149141,0.9992544,1.27648e-9,1.531515e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1088279,"threshold_uncertainty_score":0.9649253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01833928185435095,"score_gpt":0.2022790407419914,"score_spread":0.1839397588876405,"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."}}