{"id":"W6906018154","doi":"10.15468/dl.zemh8n","title":"Occurrence Download","year":2024,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Lymantria dispar; Range (aeronautics); Alien","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":[0.001021036,0.001852632,0.001634399,0.005229445,0.001030673,0.003024042,0.002861107,0.001989501,0.203784],"category_scores_gemma":[0.006958868,0.0009910426,0.001226443,0.01114343,0.0004318122,0.0025957,0.002707412,0.002041204,0.2677095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001670244,"about_ca_system_score_gemma":0.002577017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02113733,"about_ca_topic_score_gemma":0.03295678,"domain_scores_codex":[0.9988815,0.0001497222,0.000151507,0.000394354,0.0002445086,0.0001784528],"domain_scores_gemma":[0.9973028,0.0008075971,0.0002377513,0.0006751393,0.000690645,0.0002860505],"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":[0.00002481468,0.000008833115,0.0003310344,0.0005806392,0.00001398416,0.00001253514,0.00002195659,0.0001067598,0.00008285732,0.0003824967,0.9968971,0.001536854],"study_design_scores_gemma":[0.0000560654,0.000006005439,0.001353666,0.0001968451,0.0000129315,0.00002928812,0.00006515625,0.0001152199,0.0001398541,0.0007651948,0.9972451,0.00001469767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002766298,0.00002629136,0.00004134085,0.00003544322,0.00001072864,0.00000480937,0.9988478,0.000334787,0.0006711954],"genre_scores_gemma":[0.0001456406,0.00004537246,0.0002165464,0.00005284291,0.000003889825,0.00004656278,0.9987072,0.0001769207,0.0006049892],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.796216,"threshold_uncertainty_score":0.6817255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01708767307206114,"score_gpt":0.2335971948231368,"score_spread":0.2165095217510757,"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."}}