{"id":"W4396187202","doi":"10.15468/dl.dgrxgj","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","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":[],"category_scores_codex":[0.0009629733,0.001954958,0.001555606,0.004862789,0.000982496,0.002470936,0.002751832,0.001974899,0.1523175],"category_scores_gemma":[0.005822758,0.0009098866,0.001150822,0.01004841,0.0004517535,0.002210622,0.002501132,0.001988133,0.2096182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001866878,"about_ca_system_score_gemma":0.002683474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02958296,"about_ca_topic_score_gemma":0.05048615,"domain_scores_codex":[0.9988967,0.0001420539,0.0001403839,0.0003708943,0.0002573054,0.0001926437],"domain_scores_gemma":[0.9975367,0.0006364534,0.0002374762,0.0006221712,0.0006621319,0.0003051399],"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":[0.00003026664,0.00001028772,0.0003619789,0.0005035373,0.00001499281,0.00001505959,0.00002121831,0.00012535,0.0001121702,0.0003703303,0.9971762,0.001258733],"study_design_scores_gemma":[0.00007699896,0.000007433074,0.001873015,0.0001746263,0.00001344978,0.00003299468,0.00006417106,0.0001498945,0.000197097,0.0007076302,0.996686,0.00001667568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003691903,0.00002224172,0.00003678665,0.00002919241,0.000009134008,0.00000511841,0.9989498,0.00033046,0.0005803034],"genre_scores_gemma":[0.0001542613,0.00002989751,0.0001636591,0.00004104331,0.000002994292,0.00003894197,0.9990189,0.0001321607,0.0004182474],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8476825,"threshold_uncertainty_score":0.5095528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}