{"id":"W6924531546","doi":"10.15468/dl.sgmutx","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Set (abstract data type); Data set","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":[0.0009910011,0.002099992,0.001554619,0.00487904,0.001051867,0.00252362,0.003089647,0.002361441,0.1027022],"category_scores_gemma":[0.006003539,0.0008904978,0.001277636,0.009509577,0.0004684337,0.002148953,0.00256326,0.002267485,0.17188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001718138,"about_ca_system_score_gemma":0.002408845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02242726,"about_ca_topic_score_gemma":0.03882627,"domain_scores_codex":[0.9989061,0.000147795,0.0001455754,0.0003703275,0.0002559891,0.0001740713],"domain_scores_gemma":[0.9974937,0.0006727491,0.0002380676,0.0006774713,0.0006299391,0.0002879948],"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":[0.00003185858,0.00001454585,0.0004593737,0.0004990248,0.00001562579,0.00001766542,0.00002561809,0.0001560179,0.0001181485,0.0004063558,0.9968194,0.001436275],"study_design_scores_gemma":[0.00008989179,0.000009599134,0.002100039,0.0001875672,0.0000150614,0.00004465879,0.00008587053,0.0002285746,0.0002246312,0.0008164518,0.9961795,0.00001823808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006051364,0.00003194022,0.00005382765,0.00004398755,0.00001378132,0.000006434218,0.9986334,0.0005091201,0.0006468935],"genre_scores_gemma":[0.0001677621,0.0000318089,0.0002188377,0.00004407359,0.000003372965,0.00004005838,0.998983,0.0001310001,0.0003799736],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8972978,"threshold_uncertainty_score":0.3435731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930317802706499,"score_gpt":0.2372773581521413,"score_spread":0.2179741801250764,"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."}}