{"id":"W4395794715","doi":"10.15468/dl.cf7b2t","title":"Occurrence Download","year":2022,"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":[0.0008774353,0.001888651,0.001499665,0.004423865,0.001007915,0.002860035,0.002690391,0.00184952,0.1809699],"category_scores_gemma":[0.005832328,0.0008841408,0.001283615,0.008742284,0.0003947632,0.002572191,0.002651186,0.001943966,0.2692008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001493278,"about_ca_system_score_gemma":0.002242298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02109811,"about_ca_topic_score_gemma":0.034119,"domain_scores_codex":[0.9989801,0.0001288834,0.0001258508,0.0003663227,0.0002216987,0.0001771032],"domain_scores_gemma":[0.9977335,0.0005876253,0.0001822885,0.0006256712,0.0006218255,0.0002490211],"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":[0.00002723747,0.000009373432,0.0003808551,0.0004324984,0.0000128775,0.00001486514,0.00002358301,0.0001226268,0.0001004547,0.0003668855,0.9967321,0.001776777],"study_design_scores_gemma":[0.00005303816,0.00000638454,0.001539782,0.0001430387,0.00001067877,0.00003165444,0.00007067672,0.0001816186,0.0001715795,0.0007686972,0.9970079,0.00001499445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000460773,0.00002859403,0.00006732758,0.00004442059,0.00001583443,0.000006190141,0.9982175,0.0006881446,0.0008858627],"genre_scores_gemma":[0.0001829016,0.00003725503,0.0002585558,0.00005324981,0.000004530046,0.00004460089,0.9985265,0.0002410069,0.0006513566],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8190301,"threshold_uncertainty_score":0.6054046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}