{"id":"W6943511757","doi":"10.15468/dl.qrwa8k","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Popillia","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":[0.0009911135,0.001939213,0.001654902,0.005202575,0.0009606261,0.002539646,0.002775181,0.001998804,0.1628097],"category_scores_gemma":[0.006081864,0.0009055152,0.001142474,0.01024655,0.000443793,0.002229674,0.002506848,0.001928946,0.2198911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478096,"about_ca_system_score_gemma":0.002278678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0194428,"about_ca_topic_score_gemma":0.03266949,"domain_scores_codex":[0.9990031,0.0001402164,0.0001309311,0.0003489586,0.00021148,0.0001653893],"domain_scores_gemma":[0.9974979,0.0007401368,0.0002367134,0.0006334069,0.0006003107,0.0002916076],"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":[0.00003264123,0.00001215426,0.0004281022,0.0006568341,0.00001735584,0.00001698457,0.00002590278,0.0001420382,0.0001347181,0.0003896718,0.9966646,0.00147904],"study_design_scores_gemma":[0.00007849991,0.000008577011,0.001991233,0.000207527,0.00001602004,0.00003738996,0.00007780157,0.0001439731,0.0001907467,0.0007532102,0.9964764,0.00001863244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004079956,0.00002592236,0.00004071987,0.000029968,0.00001043759,0.000004893672,0.9989735,0.0003129409,0.0005609239],"genre_scores_gemma":[0.0001675094,0.00003357641,0.0001846768,0.00004105398,0.000003401825,0.00004356163,0.9989539,0.0001378471,0.000434435],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8371903,"threshold_uncertainty_score":0.5446526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850871640220096,"score_gpt":0.2277224731265546,"score_spread":0.2092137567243537,"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."}}