{"id":"W6924803404","doi":"10.15468/dl.mymxvd","title":"Occurrence Download","year":2024,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"African Education and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Column (typography); Order (exchange)","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":[0.0009450592,0.001779751,0.00148734,0.005064304,0.001012963,0.002427761,0.002607676,0.002035844,0.1398174],"category_scores_gemma":[0.005533293,0.0008451178,0.001107313,0.01037665,0.0004396022,0.002030528,0.002242528,0.001956359,0.1826571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001734814,"about_ca_system_score_gemma":0.002576521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02802669,"about_ca_topic_score_gemma":0.04610466,"domain_scores_codex":[0.9989827,0.0001414747,0.0001313363,0.0003385773,0.000236361,0.0001694297],"domain_scores_gemma":[0.9977291,0.0006263496,0.0002378943,0.0005351595,0.0005935235,0.0002780632],"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":[0.00002833257,0.00001128112,0.0004262367,0.0004707243,0.00001449208,0.00001457529,0.00002207888,0.0001428866,0.00009629093,0.0003933009,0.9971223,0.001257435],"study_design_scores_gemma":[0.00007935263,0.00000758744,0.002155735,0.0001881221,0.00001408641,0.00003380866,0.00007432753,0.000156737,0.0001628077,0.0007606107,0.9963498,0.00001702851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003922636,0.00002295914,0.00003203282,0.00003297236,0.00001012132,0.000004270285,0.9991046,0.0002207012,0.000533224],"genre_scores_gemma":[0.0001561149,0.00003128579,0.0001611714,0.0000398907,0.000003306208,0.00003608202,0.9990206,0.00009087678,0.0004606797],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8601826,"threshold_uncertainty_score":0.4677359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02268143957527187,"score_gpt":0.2840699001758778,"score_spread":0.2613884606006059,"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."}}