{"id":"W4395871005","doi":"10.15468/dl.aefrtw","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":[0.001077567,0.001940493,0.001613511,0.004753194,0.001058996,0.00281907,0.00295956,0.002093903,0.1829028],"category_scores_gemma":[0.006512545,0.0009888286,0.00114438,0.009574304,0.0004610439,0.002465605,0.0025721,0.002203266,0.2354217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001742063,"about_ca_system_score_gemma":0.002414928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02275346,"about_ca_topic_score_gemma":0.03675597,"domain_scores_codex":[0.9989036,0.00015082,0.0001394133,0.0003760547,0.0002566697,0.0001734188],"domain_scores_gemma":[0.9974607,0.0007480669,0.0002334895,0.0006320211,0.0006298808,0.0002958203],"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":[0.00002450193,0.000009668082,0.0002864625,0.0004368032,0.00001203823,0.00001319276,0.00002109815,0.0001050362,0.00008468049,0.0003905342,0.9974644,0.001151729],"study_design_scores_gemma":[0.0000680013,0.000005856661,0.001426848,0.0001607873,0.00001134818,0.00003079066,0.00006143259,0.0001411863,0.0001601044,0.0007796813,0.9971383,0.00001566002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003379549,0.00002227923,0.00005010532,0.00003760422,0.00001097113,0.000005244204,0.9987317,0.0004042854,0.0007040285],"genre_scores_gemma":[0.0001600902,0.00003295686,0.0002093508,0.00004898214,0.000003568109,0.00004567175,0.9987718,0.0002040705,0.0005234479],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8170972,"threshold_uncertainty_score":0.6118707,"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."}}