{"id":"W6925012545","doi":"10.15468/dl.yrsbjc","title":"Occurrence Download","year":2023,"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); State (computer science); Confidentiality","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":[0.0009878784,0.001916336,0.001552793,0.00473217,0.001123898,0.002561085,0.002981211,0.002313861,0.1235496],"category_scores_gemma":[0.005812193,0.0008589035,0.001371276,0.009195123,0.0004892505,0.002258701,0.002457026,0.00217074,0.1896948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001745889,"about_ca_system_score_gemma":0.002617782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02369624,"about_ca_topic_score_gemma":0.03987244,"domain_scores_codex":[0.998917,0.0001546241,0.0001426222,0.0003827333,0.0002273839,0.0001755747],"domain_scores_gemma":[0.9976914,0.000637515,0.0001961125,0.0005891753,0.0006320732,0.0002537931],"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":[0.00003256413,0.00001460159,0.0005261523,0.0006621623,0.00001649678,0.00001870177,0.00002801326,0.0001412685,0.0001261245,0.0004116592,0.9963145,0.001707787],"study_design_scores_gemma":[0.0000760687,0.000008823168,0.00200544,0.0002140122,0.00001516636,0.00004186159,0.00008456532,0.0001883681,0.0001902803,0.000776457,0.9963814,0.00001754939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005667254,0.00003772199,0.00005151381,0.00004391765,0.00001420449,0.000007076305,0.9986776,0.0004051944,0.0007061064],"genre_scores_gemma":[0.0001791793,0.00004003235,0.0002275561,0.00005458535,0.000003748787,0.00005007457,0.9988386,0.0001256405,0.0004806146],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8764504,"threshold_uncertainty_score":0.4133145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05208153956099364,"score_gpt":0.3345142847369906,"score_spread":0.2824327451759969,"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."}}