{"id":"W4395271350","doi":"10.15468/dl.4ppxfp","title":"Occurrence Download","year":2020,"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":[0.000887014,0.002136973,0.001527422,0.004540065,0.0009680543,0.002361238,0.003073049,0.002154889,0.1351958],"category_scores_gemma":[0.005518818,0.0009035618,0.001221797,0.009051504,0.0004661192,0.0023337,0.0023939,0.002106017,0.186052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001749672,"about_ca_system_score_gemma":0.002305337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02416817,"about_ca_topic_score_gemma":0.03681511,"domain_scores_codex":[0.9990752,0.0001243233,0.0001163516,0.0003148315,0.000213281,0.0001560105],"domain_scores_gemma":[0.9978515,0.0005809761,0.0001940183,0.0005602974,0.0005472497,0.0002659212],"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":[0.00003180073,0.00001285902,0.0003483945,0.0004642065,0.00001332928,0.00001554168,0.00002110772,0.000145438,0.000100396,0.0003386327,0.9972063,0.001301905],"study_design_scores_gemma":[0.0000990328,0.000009772863,0.002070664,0.0001746877,0.00001467867,0.00004372031,0.00007779099,0.0002684208,0.0002152051,0.0007799055,0.9962277,0.00001828805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005096209,0.00002528807,0.00004402631,0.00004104678,0.00001269762,0.00000611931,0.998774,0.0004302562,0.0006155638],"genre_scores_gemma":[0.00016545,0.00002936424,0.000186076,0.00004328655,0.000003213173,0.00004146467,0.9989905,0.0001283386,0.0004124057],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8648041,"threshold_uncertainty_score":0.4522751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244567428099237,"score_gpt":0.2158838858445054,"score_spread":0.1934382115635131,"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."}}