{"id":"W4396027841","doi":"10.15468/dl.em2duc","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":[0.0008843442,0.001790716,0.00144397,0.004116303,0.0009838706,0.002721437,0.002679994,0.001873977,0.1700803],"category_scores_gemma":[0.005672675,0.0008602476,0.001305709,0.007908025,0.0003905223,0.002387041,0.00251684,0.001959381,0.2471413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001452076,"about_ca_system_score_gemma":0.002216742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01924787,"about_ca_topic_score_gemma":0.03139048,"domain_scores_codex":[0.9990415,0.0001216603,0.0001205964,0.0003440015,0.0002064281,0.0001658195],"domain_scores_gemma":[0.9978295,0.0005774418,0.0001738648,0.0006028842,0.000571084,0.0002451877],"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":[0.00002889906,0.000009950255,0.0004085624,0.0004443147,0.00001372372,0.00001562945,0.00002312963,0.0001273964,0.0001129012,0.0003805102,0.9966654,0.001769435],"study_design_scores_gemma":[0.00005866015,0.000006695216,0.001641223,0.0001447839,0.00001145105,0.00003326547,0.00006962378,0.0002004095,0.0001889746,0.0008432895,0.9967862,0.00001541232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004919343,0.00002829851,0.00007052402,0.00004647898,0.0000167373,0.000006761874,0.9982132,0.0007056546,0.000863183],"genre_scores_gemma":[0.0001957816,0.00003695069,0.0002806968,0.00005674129,0.00000469726,0.00004862967,0.9985427,0.000233446,0.0006003795],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8299197,"threshold_uncertainty_score":0.5689752,"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."}}