{"id":"W4395851793","doi":"10.15468/dl.97ha5g","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","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":[0.001030365,0.002276512,0.001811401,0.004533428,0.001039617,0.002680877,0.003248686,0.002292824,0.1422584],"category_scores_gemma":[0.005505764,0.0009956345,0.001209368,0.008859326,0.0004665053,0.002328082,0.00279823,0.002289546,0.2105919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001775953,"about_ca_system_score_gemma":0.002428783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02035619,"about_ca_topic_score_gemma":0.0335351,"domain_scores_codex":[0.9990233,0.0001266584,0.0001234898,0.0003468351,0.0002233903,0.0001563183],"domain_scores_gemma":[0.9980189,0.0005434349,0.000186075,0.0005244341,0.0004652064,0.0002619705],"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":[0.00003778777,0.00001379128,0.0003768849,0.0005841287,0.00001756802,0.00001808402,0.00002560924,0.0001533495,0.0001442146,0.0004434488,0.9967134,0.001471658],"study_design_scores_gemma":[0.00009623069,0.000008201971,0.001638917,0.000187064,0.00001550354,0.00004207674,0.00006893169,0.0002106095,0.0002290798,0.0009080445,0.9965765,0.0000188773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004301769,0.00002978404,0.00005282135,0.00003557012,0.00001031306,0.000005794575,0.9987074,0.0005088222,0.0006064945],"genre_scores_gemma":[0.0001546143,0.00003376181,0.0002293551,0.0000436302,0.000002691073,0.00003964551,0.9989406,0.0001764157,0.0003792489],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8577416,"threshold_uncertainty_score":0.4759018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395259126477966,"score_gpt":0.2195626639075202,"score_spread":0.2056100726427406,"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."}}