{"id":"W4395196241","doi":"10.15468/dl.6ggwbw","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":[0.0009715941,0.001854384,0.001485721,0.004480287,0.0008965028,0.00233154,0.002686863,0.002065795,0.1430923],"category_scores_gemma":[0.005604783,0.0008884976,0.001115964,0.008631116,0.0004462541,0.002161382,0.002388608,0.002022384,0.1867135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00156461,"about_ca_system_score_gemma":0.002154065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01972674,"about_ca_topic_score_gemma":0.03173086,"domain_scores_codex":[0.9990491,0.0001343675,0.0001242452,0.0003311481,0.0002062115,0.0001549948],"domain_scores_gemma":[0.997692,0.0006741845,0.0002285923,0.0005720655,0.000549669,0.0002835091],"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":[0.00003063591,0.00001325175,0.000414875,0.0005222304,0.00001510952,0.00001592113,0.00002420737,0.0001449094,0.000112195,0.0003784758,0.99704,0.001288095],"study_design_scores_gemma":[0.00009875127,0.000009086316,0.002147951,0.000187652,0.00001495335,0.00004080088,0.00007816288,0.000208081,0.0001960283,0.0008073483,0.9961934,0.00001777976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000478953,0.00002427339,0.0000434457,0.0000378401,0.00001131678,0.000005398004,0.9989231,0.0003429728,0.0005636696],"genre_scores_gemma":[0.0001853173,0.00003186015,0.00019536,0.00004703261,0.000003560941,0.00004433754,0.9989543,0.0001336622,0.0004045695],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8569077,"threshold_uncertainty_score":0.4786913,"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."}}