{"id":"W4395877836","doi":"10.15468/dl.9dz952","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":[0.0009417537,0.001923849,0.00152391,0.004051608,0.0009319906,0.002454751,0.002773611,0.002027249,0.1578016],"category_scores_gemma":[0.005659404,0.0009238322,0.001145082,0.008559241,0.0004277238,0.002144467,0.002373821,0.002121666,0.2069203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001705998,"about_ca_system_score_gemma":0.002218054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02457769,"about_ca_topic_score_gemma":0.03807923,"domain_scores_codex":[0.9991106,0.0001198009,0.0001130871,0.00030551,0.0002037932,0.0001472281],"domain_scores_gemma":[0.9978557,0.0006318971,0.0002043495,0.0005364559,0.0005216991,0.0002498447],"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":[0.00002803421,0.00001077072,0.000336958,0.0004678674,0.00001401238,0.00001426306,0.00002286997,0.0001407051,0.0001017439,0.0003809987,0.9972519,0.001229856],"study_design_scores_gemma":[0.00008852858,0.000007350529,0.001809419,0.000175714,0.00001384162,0.00003330654,0.00007028787,0.0001988333,0.0001894055,0.000851944,0.9965438,0.00001752547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003705378,0.00002043857,0.00004450488,0.00003490924,0.00001034025,0.000005012035,0.9988793,0.0003962499,0.000572179],"genre_scores_gemma":[0.0001695657,0.00003023927,0.0002078757,0.0000453247,0.000003281025,0.00004471892,0.9988801,0.0001785409,0.0004402369],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8421984,"threshold_uncertainty_score":0.5278988,"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."}}