{"id":"W6887179388","doi":"10.15468/dl.w3dasv","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrilla; Hypophthalmichthys; Procambarus clarkii; Elodea canadensis; Eichhornia crassipes; Aquatic plant","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":[0.00072385,0.002513068,0.002083538,0.006593806,0.001323053,0.003899019,0.002687751,0.002560667,0.2622678],"category_scores_gemma":[0.005514413,0.0008579211,0.001689367,0.01002325,0.000384041,0.00379122,0.003616584,0.002086021,0.3914462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001676513,"about_ca_system_score_gemma":0.002181144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01993567,"about_ca_topic_score_gemma":0.03677295,"domain_scores_codex":[0.9988324,0.0001252666,0.0001663769,0.0004137561,0.0002554522,0.0002068194],"domain_scores_gemma":[0.9978896,0.0004771222,0.0001774481,0.0005004448,0.0006589903,0.0002963223],"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":[0.00004867992,0.00001461231,0.0003991005,0.0006064879,0.00001332247,0.0000289266,0.00002340417,0.00009888282,0.0001138073,0.0003972109,0.9948366,0.003419167],"study_design_scores_gemma":[0.00006021348,0.00001297881,0.001435691,0.0001925182,0.00001340616,0.00006476297,0.0000846218,0.0003063485,0.000147705,0.0009862459,0.9966762,0.00001927121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008637426,0.00009014213,0.0001205085,0.00009393012,0.0000350938,0.00001286485,0.9955015,0.001711069,0.002348607],"genre_scores_gemma":[0.000273628,0.00007957601,0.0004054906,0.0001096093,0.00001083523,0.00004239612,0.997498,0.0003211562,0.001259385],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7377322,"threshold_uncertainty_score":0.8773732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850871640220096,"score_gpt":0.2277224731265546,"score_spread":0.2092137567243537,"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."}}