{"id":"W6924467209","doi":"10.15468/dl.nvqtm3","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set; Data access","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":[0.0009498172,0.0001465392,0.0001645468,0.0001055497,0.002082401,0.0002714948,0.00106992,0.0002579202,0.08724502],"category_scores_gemma":[0.0003509292,0.0001711665,0.0001279798,0.0006186542,0.0002715411,0.001449233,0.0004813632,0.0003785468,0.04123444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008496404,"about_ca_system_score_gemma":0.000506783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007183617,"about_ca_topic_score_gemma":0.0002492037,"domain_scores_codex":[0.9981287,0.000363112,0.000319993,0.00015059,0.0007808217,0.0002567643],"domain_scores_gemma":[0.998613,0.00004285115,0.0003331887,0.0006119704,0.0002556641,0.0001433437],"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":[0.000008867974,0.0000348933,0.0004176967,0.00001417692,0.0000150761,2.445786e-7,0.000474728,0.000007459545,1.3574e-9,0.000008473433,0.9967163,0.002302073],"study_design_scores_gemma":[0.000122509,0.00001206971,0.00005316563,4.899508e-7,0.00002672734,4.175457e-7,0.002795065,5.505203e-8,2.427375e-8,0.000005320709,0.9968098,0.0001743656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007874647,0.0000385546,0.000002898733,0.00120404,0.0005100045,0.0003051476,0.9940447,0.00009308055,0.003722805],"genre_scores_gemma":[0.00002470226,0.0004927794,0.00000103501,0.0003885481,0.000001437128,0.0000119296,0.9990789,7.582831e-9,6.727996e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04601058,"threshold_uncertainty_score":0.9994276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339654136719388,"score_gpt":0.2687210556518334,"score_spread":0.2453245142846395,"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."}}