{"id":"W4395321116","doi":"10.15468/dl.8ahb24","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Forest Insect Ecology and Management","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":[0.0008896248,0.002078574,0.001541922,0.004532479,0.0009309203,0.002302371,0.002674836,0.002054904,0.1359782],"category_scores_gemma":[0.005571708,0.0008833467,0.001240585,0.008807558,0.00041417,0.002028669,0.002369543,0.001890218,0.1913242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673761,"about_ca_system_score_gemma":0.002434995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02400522,"about_ca_topic_score_gemma":0.04113761,"domain_scores_codex":[0.9989667,0.0001364834,0.0001369008,0.0003582365,0.0002283519,0.0001731751],"domain_scores_gemma":[0.997783,0.0006105461,0.0002184229,0.0005410273,0.0005782326,0.0002689213],"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":[0.00003336553,0.00001305367,0.0004112676,0.0005119335,0.00001444176,0.00001483028,0.00001986481,0.0001232897,0.0001091701,0.0003195376,0.997088,0.001341252],"study_design_scores_gemma":[0.0001026225,0.00001125212,0.002327875,0.0001870398,0.00001626533,0.00004105456,0.00006661823,0.0002069943,0.0002185828,0.0007621963,0.9960399,0.00001965556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005030153,0.00002592753,0.00003759952,0.0000343996,0.00001044525,0.000006022145,0.9988765,0.0003676561,0.0005910532],"genre_scores_gemma":[0.0001642814,0.00003186703,0.0001837625,0.00004342729,0.000003302194,0.00004482108,0.9989579,0.0001207972,0.0004499154],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8640218,"threshold_uncertainty_score":0.4548923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122215989508343,"score_gpt":0.2044252124252977,"score_spread":0.1932030525302142,"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."}}