{"id":"W6925268164","doi":"10.15468/dl.xzjpar","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Optimization and Packing Problems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001040315,0.002490342,0.001782854,0.004368137,0.000962483,0.002786017,0.003388321,0.002646025,0.1340102],"category_scores_gemma":[0.006518796,0.0009520552,0.001457602,0.008838716,0.00049776,0.00250476,0.002633042,0.002365954,0.2123412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001773137,"about_ca_system_score_gemma":0.002455494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01742315,"about_ca_topic_score_gemma":0.03112302,"domain_scores_codex":[0.9988651,0.000157924,0.0001449782,0.000372342,0.000283421,0.0001762008],"domain_scores_gemma":[0.9975128,0.0006769495,0.0001903257,0.0007724034,0.000584695,0.0002627349],"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":[0.0000288876,0.00001507637,0.0002713026,0.0005502695,0.0000142172,0.0000128064,0.00001557509,0.0002070838,0.000105368,0.0004667447,0.99664,0.001672597],"study_design_scores_gemma":[0.00009692169,0.00001042849,0.001231393,0.0002061012,0.00001268539,0.00003625241,0.00005026855,0.0003291937,0.0002358217,0.001343727,0.9964296,0.00001760768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005180199,0.00004062186,0.00006816383,0.00004313261,0.00001299453,0.000007765968,0.9983174,0.0006678044,0.0007903517],"genre_scores_gemma":[0.0001596368,0.00004352046,0.0002986234,0.00005123037,0.000003212122,0.00004394046,0.998841,0.0001689212,0.0003900161],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1340102,"threshold_uncertainty_score":0.4483089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152682556597238,"score_gpt":0.2045291465414659,"score_spread":0.1892608908817421,"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."}}