{"id":"W4396473718","doi":"10.15468/dl.guenzm","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":[0.0009262851,0.001980067,0.001535688,0.004772624,0.001016319,0.002680829,0.002936878,0.002076104,0.1515598],"category_scores_gemma":[0.005899133,0.0009113559,0.00120679,0.009524739,0.0004407642,0.002459144,0.002569781,0.002089002,0.2082825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00180935,"about_ca_system_score_gemma":0.002426796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02501654,"about_ca_topic_score_gemma":0.04154827,"domain_scores_codex":[0.999,0.0001362159,0.0001273327,0.0003512182,0.0002239441,0.0001613204],"domain_scores_gemma":[0.9978443,0.0006083882,0.0001901277,0.0005622986,0.0005429856,0.0002518521],"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":[0.00002759792,0.00001084136,0.0003385271,0.0005125953,0.00001378015,0.00001524579,0.00002347617,0.0001255916,0.0001001805,0.0004123188,0.997036,0.001383796],"study_design_scores_gemma":[0.0000693452,0.000006731935,0.001537394,0.0001691985,0.00001254074,0.00003774575,0.0000696946,0.0001711438,0.000167004,0.0007457694,0.9969982,0.00001533508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004420191,0.00003145455,0.00005194126,0.00004437076,0.00001229241,0.000005884292,0.9985747,0.0004707767,0.0007643763],"genre_scores_gemma":[0.0001700663,0.00003812306,0.0002142439,0.00005106673,0.000003336635,0.00004231586,0.9988155,0.0001672873,0.0004980961],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8484402,"threshold_uncertainty_score":0.5070181,"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."}}