{"id":"W6924529132","doi":"10.15468/dl.y66ykg","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); 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":[0.001166196,0.001875196,0.001526545,0.004748674,0.001099791,0.00267878,0.002943041,0.002225492,0.1434142],"category_scores_gemma":[0.006531727,0.0008821461,0.001149231,0.009218342,0.000497515,0.002453091,0.00257778,0.002297419,0.206262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001693019,"about_ca_system_score_gemma":0.002476016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02148741,"about_ca_topic_score_gemma":0.04047158,"domain_scores_codex":[0.9988139,0.0001904433,0.0001412882,0.0004118741,0.0002629537,0.0001795565],"domain_scores_gemma":[0.9970909,0.0008445869,0.0002542077,0.0007636143,0.0007195661,0.0003270507],"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":[0.00002448442,0.00001252561,0.0003635554,0.0004545912,0.0000122441,0.00001254108,0.00002384016,0.00011631,0.00008012872,0.0003968849,0.9973163,0.001186475],"study_design_scores_gemma":[0.00006829421,0.00000713798,0.001571214,0.0001742689,0.00001098362,0.00002780736,0.00007406278,0.0001436251,0.0001362799,0.0008310783,0.9969394,0.00001578287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004178704,0.00002636355,0.0000471209,0.00004331536,0.00001298226,0.00000620808,0.998791,0.0003311889,0.0006999968],"genre_scores_gemma":[0.0001604187,0.00003344233,0.000223831,0.00005146095,0.000004090243,0.00004946389,0.9987972,0.0001408215,0.0005393144],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8565859,"threshold_uncertainty_score":0.4797682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04142782693986345,"score_gpt":0.3208005547555647,"score_spread":0.2793727278157013,"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."}}