{"id":"W4396329085","doi":"10.15468/dl.hbamer","title":"Occurrence Download","year":2021,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Environmental DNA in Biodiversity Studies","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":["insufficient_payload"],"category_scores_codex":[0.0007224001,0.002390997,0.002142513,0.007202988,0.001418964,0.004116043,0.002644787,0.002466934,0.3112345],"category_scores_gemma":[0.005982471,0.000876704,0.001654598,0.01220844,0.000392408,0.004072613,0.00365127,0.002069257,0.435508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001827205,"about_ca_system_score_gemma":0.002394197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0218536,"about_ca_topic_score_gemma":0.03775531,"domain_scores_codex":[0.9988045,0.000132763,0.0001768613,0.0004035905,0.0002670574,0.0002152663],"domain_scores_gemma":[0.9977059,0.0005442773,0.0001898219,0.0005029928,0.000746434,0.0003105031],"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":[0.00004788051,0.00001257497,0.000335776,0.0006241387,0.00001192634,0.00002607539,0.00002501703,0.00008314662,0.0001031174,0.0004673756,0.9948199,0.003443078],"study_design_scores_gemma":[0.0000491528,0.000009622748,0.00112872,0.0001779956,0.00001081519,0.00005125194,0.00008019259,0.0001891448,0.0001135354,0.0008881443,0.9972852,0.00001623902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007521074,0.00009312128,0.0001152824,0.0000918751,0.00003468149,0.00001191248,0.9953862,0.001415568,0.002776102],"genre_scores_gemma":[0.0002587122,0.00009720056,0.000401346,0.0001095915,0.00001162627,0.0000430634,0.997111,0.0003695957,0.001597994],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6887655,"threshold_uncertainty_score":0.9824404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214229521744711,"score_gpt":0.1991665727019332,"score_spread":0.1870242774844861,"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."}}