{"id":"W4396101126","doi":"10.15468/dl.emkc2s","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Forest, Soil, and Plant Ecology in China","field":"Social Sciences","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":[0.0009878799,0.002056661,0.001654471,0.004679197,0.0009729207,0.002390222,0.002833273,0.001982259,0.1326806],"category_scores_gemma":[0.005217388,0.0008716995,0.001107845,0.009561675,0.0004481494,0.002111094,0.002381743,0.001924653,0.17803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001662544,"about_ca_system_score_gemma":0.002612943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02311072,"about_ca_topic_score_gemma":0.03625229,"domain_scores_codex":[0.9989794,0.0001386375,0.0001371918,0.0003543707,0.000222635,0.0001676975],"domain_scores_gemma":[0.9980033,0.0005333257,0.0001888409,0.0004898356,0.0005334104,0.0002512693],"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":[0.0000322138,0.00001406956,0.0005026823,0.000593835,0.00001693853,0.0000184236,0.00002798834,0.0001331751,0.0001202995,0.0004238911,0.9965578,0.00155873],"study_design_scores_gemma":[0.00008865705,0.000008130939,0.002329532,0.0001698189,0.0000175783,0.00003698716,0.00008133534,0.0002056971,0.0001992953,0.0006938465,0.9961501,0.00001895105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004608984,0.00002390303,0.00004422937,0.0000300765,0.000009183065,0.000005702068,0.998998,0.0003254082,0.0005174598],"genre_scores_gemma":[0.0001600167,0.00002894676,0.0001775177,0.00003534574,0.000002836811,0.0000463619,0.9990545,0.0001060782,0.0003882868],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8673193,"threshold_uncertainty_score":0.4438609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0184230153346788,"score_gpt":0.2486750977124791,"score_spread":0.2302520823778003,"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."}}