{"id":"W6962027600","doi":"10.15468/dl.mq5f47","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Soil and Environmental Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Alien; Data access","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":[],"category_scores_codex":[0.0001141652,0.0001938635,0.0001818173,0.000007642874,0.0003787459,0.00007497402,0.0003360377,0.0002002427,0.0009128735],"category_scores_gemma":[0.00004846305,0.00008452615,0.0001227074,0.0002711202,0.0001235788,0.000320222,0.0004233571,0.000131947,0.5400339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333866,"about_ca_system_score_gemma":0.000005253015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003141785,"about_ca_topic_score_gemma":0.000268866,"domain_scores_codex":[0.9990169,0.00002760241,0.0002068721,0.0001768104,0.0003325293,0.0002393078],"domain_scores_gemma":[0.9996371,0.00003005508,0.0001283653,0.00007583346,0.00003483565,0.00009377667],"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":[0.00001415677,0.00001907612,0.003437149,0.00001928042,0.00001598918,0.00000113473,0.000007638179,0.00000113823,3.336434e-7,5.400257e-9,0.9875936,0.008890496],"study_design_scores_gemma":[0.00006604553,0.00004142514,0.01158347,0.00000128828,0.00001871608,0.000001030302,0.0002403752,1.608903e-8,0.000001161575,8.29672e-7,0.9878539,0.0001917044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01199384,0.00001689594,1.137366e-8,0.0003056417,0.0003656212,0.0001407893,0.9870126,0.0001096486,0.00005500334],"genre_scores_gemma":[0.00003158335,0.0002413191,7.280458e-8,0.0003034337,0.000003097068,0.000004289413,0.9994159,1.001625e-9,2.661923e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.539121,"threshold_uncertainty_score":0.9995325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021330706352444,"score_gpt":0.1929554881929468,"score_spread":0.1716247818405028,"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."}}