{"id":"W6962005132","doi":"10.15468/dl.ke4mdp","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Soil and Environmental Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Alien; The Internet","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":[0.0009110759,0.001812118,0.00147362,0.004358538,0.000917636,0.002462561,0.002547368,0.001979817,0.1575573],"category_scores_gemma":[0.005900904,0.0008516508,0.001146952,0.008488008,0.0004021571,0.002190844,0.002302915,0.001952446,0.2091893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001465331,"about_ca_system_score_gemma":0.00211557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02053642,"about_ca_topic_score_gemma":0.03375665,"domain_scores_codex":[0.9990593,0.0001349918,0.0001201547,0.0003350613,0.0001996869,0.0001508048],"domain_scores_gemma":[0.9976562,0.0007267817,0.0002157285,0.0005838983,0.0005568136,0.0002604494],"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":[0.00002889911,0.00001183758,0.0003968311,0.0004970594,0.00001410806,0.00001479031,0.00002190666,0.0001281353,0.00009462443,0.0003446734,0.9971446,0.001302514],"study_design_scores_gemma":[0.00008770116,0.000009190543,0.002116098,0.0001921303,0.00001458842,0.00003754849,0.00007727239,0.0002065957,0.00018508,0.0008060454,0.9962499,0.00001778959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004601137,0.00002315908,0.00004393058,0.00003745228,0.00001098493,0.000005585657,0.9988676,0.000373485,0.0005916869],"genre_scores_gemma":[0.0001841514,0.0000315058,0.0001986562,0.00004689303,0.000003808476,0.00004689854,0.9988482,0.000150172,0.0004897853],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8424426,"threshold_uncertainty_score":0.5270818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693334229617814,"score_gpt":0.1837054671086779,"score_spread":0.1667721248124998,"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."}}