{"id":"W4395422658","doi":"10.15468/dl.7jqwwh","title":"Occurrence Download","year":2021,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","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":[0.0001553544,0.0002277753,0.0002346014,0.000008895333,0.0003187091,0.0001816099,0.000439129,0.0003220425,0.00863802],"category_scores_gemma":[0.00005771604,0.0001077402,0.0001612172,0.0003096111,0.00008101885,0.0004582379,0.0002762286,0.0002167145,0.08985206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001065929,"about_ca_system_score_gemma":0.00003825543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006690195,"about_ca_topic_score_gemma":0.0001622783,"domain_scores_codex":[0.9988539,0.00007939927,0.0002829966,0.000222491,0.0002963187,0.0002649374],"domain_scores_gemma":[0.9993122,0.00003194803,0.0001926644,0.0001340521,0.0001756658,0.000153532],"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":[0.00001794369,0.00003509078,0.001306718,0.00002914054,0.00001685767,0.000002676479,0.000006348431,7.871547e-7,0.000001343455,2.652259e-8,0.9833581,0.0152249],"study_design_scores_gemma":[0.00007901041,0.00004131403,0.0005445292,0.000002051746,0.0000227313,0.000004191471,0.00009158146,1.631753e-8,0.00001028181,3.845285e-7,0.9989593,0.0002445912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.009525465,0.00004170372,1.348171e-7,0.0002057115,0.0003595235,0.0001756612,0.9895059,0.00004448583,0.0001413849],"genre_scores_gemma":[0.0001141805,0.00006839149,5.685503e-7,0.0007453045,0.000004945762,0.000003702324,0.9990628,6.410684e-10,1.066782e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08121404,"threshold_uncertainty_score":0.9922682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988408827514518,"score_gpt":0.1954923103346274,"score_spread":0.1756082220594823,"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."}}