{"id":"W4395393009","doi":"10.15468/dl.7ry4ut","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":[0.001064455,0.001958725,0.001594182,0.00468096,0.001015611,0.002606432,0.002874751,0.002050731,0.1654387],"category_scores_gemma":[0.006010224,0.0009622044,0.00115328,0.009614504,0.0004459951,0.002283368,0.002544015,0.002126695,0.2203344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001727078,"about_ca_system_score_gemma":0.002392818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02291206,"about_ca_topic_score_gemma":0.0372438,"domain_scores_codex":[0.9989236,0.0001422811,0.0001379789,0.0003694029,0.0002519464,0.0001746802],"domain_scores_gemma":[0.9975509,0.0006870304,0.0002328857,0.0006167976,0.0006182378,0.000294133],"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":[0.00002706949,0.00001085502,0.0003312781,0.0004553866,0.00001380173,0.00001433168,0.00002273516,0.0001131542,0.0001038158,0.0003862795,0.9973114,0.001210028],"study_design_scores_gemma":[0.00007580383,0.000006670504,0.001810302,0.0001629156,0.00001312044,0.00003394511,0.00006556815,0.0001493836,0.0001809842,0.0007344283,0.9967506,0.0000162884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003582055,0.00002233653,0.00004568508,0.00003411948,0.00001019114,0.000005071518,0.9988176,0.0003786644,0.0006504086],"genre_scores_gemma":[0.0001530893,0.00002952642,0.0001881986,0.00004274177,0.000003201625,0.00004126347,0.9989491,0.0001668571,0.0004260845],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8345613,"threshold_uncertainty_score":0.5534475,"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."}}