{"id":"W6961928716","doi":"10.15468/dl.cqmbb7","title":"Occurrence Download","year":2024,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Linguistics and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics)","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":[0.00009177699,0.0002341914,0.0002113831,0.00003842931,0.0005171353,0.0006090003,0.0002767789,0.0001122843,0.006768576],"category_scores_gemma":[0.00008099894,0.0001844844,0.0001460611,0.00004969597,0.0002784255,0.0003372159,0.0002874038,0.0002196615,0.6495711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001441,"about_ca_system_score_gemma":0.00004400252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008721374,"about_ca_topic_score_gemma":0.000234948,"domain_scores_codex":[0.9990473,0.00001451155,0.0002722364,0.0001582333,0.0003077747,0.000199928],"domain_scores_gemma":[0.999265,0.000009011056,0.000123588,0.0001986411,0.0003332509,0.00007048537],"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":[0.000009383915,0.00001326193,0.00001581773,0.0002566612,0.00006324978,0.000002485711,0.001143013,3.519474e-7,9.923123e-10,0.000019679,0.998091,0.0003850447],"study_design_scores_gemma":[0.00007965327,0.00002296699,0.000001602757,0.000005077432,0.00010051,8.110944e-7,0.001368454,3.650659e-8,1.11587e-7,0.00001265148,0.9981744,0.0002336832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004104847,0.0001178523,4.650217e-8,0.0001894392,0.002670188,0.0001505666,0.9920725,0.0001016478,0.004656729],"genre_scores_gemma":[0.00002126379,0.0001040855,1.106823e-7,0.0003926467,0.0000185576,0.000002999857,0.9994578,9.903339e-9,0.000002544892],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6428025,"threshold_uncertainty_score":0.9941394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02716869830251476,"score_gpt":0.2153217421606362,"score_spread":0.1881530438581214,"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."}}