{"id":"W4396406810","doi":"10.15468/dl.g6ugpv","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological 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":[0.001192633,0.001995929,0.001641352,0.004920946,0.001071795,0.002765151,0.003046281,0.002142751,0.157322],"category_scores_gemma":[0.007028196,0.0009653157,0.001110121,0.009639044,0.0004679992,0.002381574,0.002650213,0.002257541,0.212126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0017896,"about_ca_system_score_gemma":0.002572381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02260813,"about_ca_topic_score_gemma":0.03836506,"domain_scores_codex":[0.9988295,0.0001599381,0.0001528052,0.0004005962,0.0002802997,0.0001768086],"domain_scores_gemma":[0.9971265,0.0008733237,0.0002684834,0.0006850552,0.0007197137,0.0003268653],"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":[0.00002755112,0.00001144692,0.0003360731,0.0005106369,0.00001370205,0.00001432108,0.00002397365,0.0001136846,0.00009721542,0.0004161859,0.9972139,0.001221242],"study_design_scores_gemma":[0.00007830704,0.000006841068,0.001623931,0.0001857426,0.00001329424,0.00003358116,0.00006941027,0.0001555178,0.0001704131,0.0007872062,0.9968588,0.00001695696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000358051,0.00002327184,0.00004842171,0.00003617724,0.00001031921,0.000005378107,0.9988381,0.0003668247,0.0006356667],"genre_scores_gemma":[0.0001437509,0.00003012677,0.0002098823,0.00004263342,0.00000313142,0.00004486329,0.9989104,0.0001658769,0.0004492334],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.842678,"threshold_uncertainty_score":0.5262947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02632484356605244,"score_gpt":0.2040158565379124,"score_spread":0.17769101297186,"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."}}