{"id":"W6962383037","doi":"10.15468/dl.za5945","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"German History and Society","field":"Arts and Humanities","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002062837,0.0002259971,0.0002250981,0.00005688675,0.00077867,0.0002320176,0.0003953572,0.0002025053,0.004756078],"category_scores_gemma":[0.00005181361,0.0002308894,0.0002086844,0.00007287099,0.0003841894,0.0008462736,0.0001879791,0.0002716709,0.7446668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002743331,"about_ca_system_score_gemma":0.00008991877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330141,"about_ca_topic_score_gemma":0.000217313,"domain_scores_codex":[0.9988821,0.00004216592,0.000298589,0.0001660932,0.0003658604,0.0002451659],"domain_scores_gemma":[0.9991009,0.00001758296,0.0002107994,0.0003453389,0.0002218546,0.000103496],"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":[0.00001199445,0.00001856649,0.00002701007,0.0001646492,0.00003002227,0.000001734647,0.002223944,0.000001504531,1.637889e-9,0.000004014451,0.9973753,0.0001412618],"study_design_scores_gemma":[0.0001571303,0.00001932592,0.00001150074,0.000002175941,0.00004332665,6.069094e-7,0.00161106,3.799958e-8,6.224577e-8,0.000002228089,0.9979062,0.000246327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001835442,0.00001066131,1.584639e-7,0.0000963814,0.00211297,0.0001828049,0.9961421,0.0002034419,0.001067927],"genre_scores_gemma":[0.000005797679,0.00003626927,9.59177e-8,0.0005421676,0.0000074046,0.00000363116,0.9993985,1.487909e-8,0.000006084667],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7399108,"threshold_uncertainty_score":0.9961537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02915714237366931,"score_gpt":0.2057438040902698,"score_spread":0.1765866617166005,"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."}}