{"id":"W6924863875","doi":"10.15468/dl.p8sqam","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Geography and Education Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Alien; The Internet","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":[0.001063751,0.002006725,0.00154397,0.004519033,0.001043553,0.002568831,0.002944519,0.002222676,0.1468213],"category_scores_gemma":[0.006238802,0.0008752955,0.001303204,0.00804138,0.0004741844,0.002259711,0.00252274,0.002184281,0.2099917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001595685,"about_ca_system_score_gemma":0.002316978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02004416,"about_ca_topic_score_gemma":0.03338476,"domain_scores_codex":[0.9989548,0.0001549054,0.0001289667,0.000364914,0.0002304672,0.0001660105],"domain_scores_gemma":[0.9975431,0.0007409889,0.0002074831,0.0006396793,0.000595578,0.0002731877],"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":[0.00002707921,0.00001338875,0.0003739932,0.0004803955,0.00001304265,0.00001474494,0.00002175249,0.0001267605,0.00009400504,0.0003666457,0.9971719,0.001296281],"study_design_scores_gemma":[0.0000909009,0.000009977652,0.001895209,0.0002016605,0.0000143579,0.00004094517,0.00008274852,0.0002198186,0.0001873078,0.0009232445,0.9963148,0.00001903034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004882315,0.00002813639,0.0000528676,0.00004664326,0.000015073,0.000007107362,0.9987518,0.0004367396,0.0006128776],"genre_scores_gemma":[0.0001726104,0.00003274004,0.0002322902,0.00005452961,0.000004274154,0.00005554268,0.9988165,0.0001520579,0.0004795105],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8531787,"threshold_uncertainty_score":0.4911662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03029259949225092,"score_gpt":0.2975041837028429,"score_spread":0.2672115842105919,"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."}}