{"id":"W6887379836","doi":"10.15468/dl.zwch9w","title":"Occurrence Download","year":2020,"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); Software","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":[0.0008852839,0.002158212,0.001524887,0.005229474,0.001079751,0.002682316,0.003008082,0.0023324,0.1577126],"category_scores_gemma":[0.005874184,0.00100409,0.001320854,0.01089511,0.0004777728,0.002703115,0.002801682,0.0021733,0.2193263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001939624,"about_ca_system_score_gemma":0.002593342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0288102,"about_ca_topic_score_gemma":0.04681191,"domain_scores_codex":[0.9989196,0.0001342896,0.0001440147,0.0003672875,0.00024687,0.0001880624],"domain_scores_gemma":[0.9975394,0.0006539411,0.000213482,0.0006258067,0.0006823096,0.0002850853],"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":[0.00003099219,0.00001199108,0.0003824942,0.0005492076,0.00001296077,0.00001787248,0.00002565873,0.0001380134,0.0001167426,0.0003977797,0.996771,0.001545222],"study_design_scores_gemma":[0.00006497853,0.000007799903,0.001661293,0.0001809775,0.00001147105,0.00004171798,0.00008296919,0.0001707888,0.0001803982,0.0007062875,0.9968732,0.00001821255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004222104,0.00002541268,0.00004679174,0.00003802995,0.00001281616,0.000005336209,0.9986687,0.0004432998,0.000717512],"genre_scores_gemma":[0.0001576197,0.00003319594,0.0002237039,0.00004675599,0.000003300022,0.00003702812,0.9988531,0.0001497707,0.0004955403],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8422874,"threshold_uncertainty_score":0.5276011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101450523743655,"score_gpt":0.226568981422551,"score_spread":0.2055544761851144,"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."}}