{"id":"W4395389771","doi":"10.15468/dl.8uaagz","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","field":"Environmental Science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000930067,0.002074458,0.001554873,0.004620145,0.001019998,0.002739215,0.002940869,0.001977016,0.2004133],"category_scores_gemma":[0.006251595,0.001065363,0.001201885,0.00896854,0.0004475954,0.002419462,0.002763723,0.002103584,0.2556273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001968765,"about_ca_system_score_gemma":0.002534736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02814554,"about_ca_topic_score_gemma":0.04489911,"domain_scores_codex":[0.9990894,0.0001107098,0.0001094235,0.0003017181,0.0002251259,0.0001636684],"domain_scores_gemma":[0.9978153,0.0005858631,0.0001785996,0.0005664908,0.0006020608,0.0002516661],"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":[0.00002388203,0.000008631347,0.0002557587,0.0004341608,0.00001156937,0.00001172468,0.00001851136,0.00009394178,0.00007676444,0.0003512217,0.9974574,0.001256354],"study_design_scores_gemma":[0.00007640504,0.000005833016,0.001362016,0.0001827346,0.00001166133,0.00003078068,0.00005569787,0.0001492746,0.0001695002,0.0007422485,0.9971991,0.00001467769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002826899,0.00002205376,0.00004539068,0.00003377881,0.00000993824,0.00000564197,0.9986053,0.0005059268,0.0007438416],"genre_scores_gemma":[0.0001564064,0.00003762682,0.0002251161,0.00005063855,0.000003252318,0.00004951847,0.9987166,0.000238127,0.0005227725],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7995867,"threshold_uncertainty_score":0.6704494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484850230871555,"score_gpt":0.2268166199254699,"score_spread":0.2019681176167544,"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."}}