{"id":"W4395538604","doi":"10.15468/dl.5s2683","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":[0.0008785579,0.001839262,0.001481656,0.004325832,0.0009842119,0.00281203,0.002672937,0.001869386,0.1746403],"category_scores_gemma":[0.005842616,0.0008874299,0.001311726,0.008728956,0.0003922569,0.002475397,0.002552858,0.001935689,0.2599493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001498274,"about_ca_system_score_gemma":0.002222916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01983549,"about_ca_topic_score_gemma":0.0312091,"domain_scores_codex":[0.9989929,0.0001276497,0.000129126,0.0003610135,0.0002170534,0.0001722613],"domain_scores_gemma":[0.9977407,0.000594346,0.0001857275,0.0006277671,0.0006101896,0.0002412469],"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":[0.00002734673,0.000009504331,0.000396908,0.000443503,0.00001351357,0.00001455362,0.0000228453,0.0001286739,0.0001005493,0.0003771933,0.9966561,0.001809384],"study_design_scores_gemma":[0.00005540562,0.000006618501,0.001609988,0.0001509064,0.00001143573,0.00003264268,0.00007003125,0.0001976335,0.0001775728,0.0008380983,0.9968345,0.00001532779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004628937,0.00002918849,0.00006637244,0.00004453426,0.00001586088,0.000006176808,0.9982765,0.0006659731,0.0008490027],"genre_scores_gemma":[0.000190108,0.00003919985,0.0002700583,0.00005412469,0.000004537483,0.0000450577,0.9985531,0.0002281685,0.0006156211],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8253596,"threshold_uncertainty_score":0.5842302,"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."}}