{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001038433,0.001801383,0.001456235,0.005080502,0.001009323,0.002497058,0.00267558,0.002024906,0.1418613],"category_scores_gemma":[0.00602928,0.000847223,0.00107319,0.00969498,0.000450756,0.002186471,0.002297148,0.002025131,0.195777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001579748,"about_ca_system_score_gemma":0.002293803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01899146,"about_ca_topic_score_gemma":0.03397007,"domain_scores_codex":[0.998955,0.0001539555,0.0001382266,0.00035111,0.0002361215,0.000165553],"domain_scores_gemma":[0.9975804,0.0007032777,0.0002374936,0.0006107534,0.0005865889,0.0002813781],"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":[0.00002933349,0.00001242468,0.0004034815,0.00051959,0.00001406056,0.00001486563,0.00002300114,0.0001263869,0.0001096171,0.0004065992,0.9970208,0.001319828],"study_design_scores_gemma":[0.00007526725,0.000007850324,0.001849965,0.0001856306,0.00001347887,0.00003476121,0.00007479106,0.0001485601,0.0001751744,0.0008007784,0.9966169,0.00001686111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004684227,0.00002668873,0.00004443192,0.00003672039,0.00001192697,0.000005803717,0.9988494,0.0003018298,0.0006764127],"genre_scores_gemma":[0.000178521,0.00003387043,0.0001969776,0.00004362171,0.000003805702,0.00004717931,0.9988939,0.0001233773,0.0004787829],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8581387,"threshold_uncertainty_score":0.4745733,"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."}}