{"id":"W6924636866","doi":"10.15468/dl.r4mxd3","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Communication and COVID-19 Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Confidentiality; Set (abstract data type)","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008534351,0.0001791996,0.0001975711,0.00009367341,0.001833744,0.0002461958,0.00131806,0.0002243633,0.1392958],"category_scores_gemma":[0.000578485,0.0002091303,0.0001608644,0.0005630561,0.0003453486,0.0009905249,0.0006347044,0.000398219,0.06576618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182321,"about_ca_system_score_gemma":0.0008214331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01420118,"about_ca_topic_score_gemma":0.0007295372,"domain_scores_codex":[0.9979616,0.0003952369,0.0003082988,0.0001592932,0.0008632773,0.0003123004],"domain_scores_gemma":[0.9985307,0.00006438862,0.0003137735,0.00067797,0.0001878875,0.0002253014],"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":[0.00002548298,0.00003771816,0.0005092502,0.00002605366,0.00001494568,6.053821e-7,0.0008624798,0.000004039774,2.776291e-9,0.000001978322,0.995745,0.002772436],"study_design_scores_gemma":[0.0001815435,0.00001840395,0.00005911669,6.929214e-7,0.00002573245,5.445047e-7,0.002959616,2.811631e-8,6.086208e-8,0.000002397895,0.9965349,0.0002170003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008275991,0.00002940326,0.000001237496,0.001446981,0.0005465745,0.0003288475,0.9952672,0.000126469,0.002170603],"genre_scores_gemma":[0.0000303236,0.000348888,4.516699e-7,0.001860826,0.000001562699,0.000006888307,0.9977503,9.390053e-9,7.843308e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07352964,"threshold_uncertainty_score":0.9994657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03480955553324074,"score_gpt":0.2971776312736677,"score_spread":0.262368075740427,"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."}}