{"id":"W6906049076","doi":"10.15468/dl.xpk6sp","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set","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":[0.0009432979,0.001985758,0.001588518,0.005086867,0.0009578587,0.002482735,0.002746979,0.002003294,0.153134],"category_scores_gemma":[0.005491886,0.0009149562,0.001136925,0.009902864,0.0004510667,0.002255257,0.002509465,0.001973002,0.209119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001506243,"about_ca_system_score_gemma":0.002222749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02050484,"about_ca_topic_score_gemma":0.0354436,"domain_scores_codex":[0.9990193,0.0001323765,0.0001246546,0.0003424825,0.0002167213,0.0001643746],"domain_scores_gemma":[0.9976779,0.0006447308,0.0002238349,0.0006228164,0.0005550948,0.0002756968],"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":[0.00003068893,0.00001216254,0.0004053704,0.0005779815,0.00001545998,0.00001652658,0.00002683947,0.0001375182,0.0001332675,0.0004080827,0.9967796,0.001456576],"study_design_scores_gemma":[0.00007147365,0.000007802187,0.001841286,0.0001772061,0.0000135555,0.0000367945,0.00007523119,0.000139349,0.0001880356,0.0007347378,0.9966972,0.00001746701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004540932,0.00002646914,0.00004577145,0.00003172056,0.00001110818,0.00000515031,0.99884,0.0003646291,0.0006297835],"genre_scores_gemma":[0.0001681484,0.00003226522,0.0002062867,0.00004039589,0.000003283691,0.0000414153,0.9988874,0.0001501859,0.0004707024],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.846866,"threshold_uncertainty_score":0.5122842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850871640220096,"score_gpt":0.2277224731265546,"score_spread":0.2092137567243537,"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."}}