{"id":"W4395345935","doi":"10.15468/dl.8y3ykp","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","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":[0.001118547,0.002175741,0.001684926,0.00485155,0.00109542,0.002769093,0.003275737,0.002148702,0.1759771],"category_scores_gemma":[0.006601238,0.0009507354,0.001185547,0.008528958,0.0005052342,0.00232625,0.003054333,0.002030487,0.2408303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001868332,"about_ca_system_score_gemma":0.00271407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02458047,"about_ca_topic_score_gemma":0.04393198,"domain_scores_codex":[0.9990336,0.0001174379,0.000121942,0.0003335935,0.0002251878,0.0001681998],"domain_scores_gemma":[0.9976662,0.0006167478,0.0002024406,0.0006126264,0.0006145326,0.0002874458],"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":[0.0000336388,0.00001050421,0.0003523271,0.0005503905,0.0000150672,0.00001652532,0.00002239223,0.0001105497,0.0001158564,0.0003937826,0.9969674,0.00141158],"study_design_scores_gemma":[0.00008088357,0.000006799803,0.001557522,0.0002326302,0.00001436041,0.0000380129,0.00006145164,0.0001476174,0.000208385,0.000908629,0.9967265,0.00001724364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002784891,0.00002042366,0.0000392767,0.00002725292,0.000008436396,0.000005210664,0.9989243,0.0003905571,0.0005566673],"genre_scores_gemma":[0.000133306,0.00002978025,0.0002016694,0.00004207461,0.000002607149,0.0000394721,0.9990059,0.0001626434,0.0003826057],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8240229,"threshold_uncertainty_score":0.5887021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01623807400088694,"score_gpt":0.2530535925820582,"score_spread":0.2368155185811712,"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."}}