{"id":"W4395899923","doi":"10.15468/dl.9fpqwe","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":[0.0009069282,0.001843093,0.001446322,0.004442262,0.0009172728,0.002323485,0.002728897,0.002025985,0.142407],"category_scores_gemma":[0.005289968,0.0008477431,0.001109693,0.008462427,0.0004353977,0.002248768,0.002308502,0.002022354,0.1881785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001544681,"about_ca_system_score_gemma":0.002127372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02115635,"about_ca_topic_score_gemma":0.03733689,"domain_scores_codex":[0.999059,0.000134567,0.0001198941,0.0003329145,0.0002013287,0.0001522665],"domain_scores_gemma":[0.9977532,0.0006412562,0.0002163105,0.0005741853,0.0005460522,0.0002689056],"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":[0.00002734886,0.00001239366,0.0003930966,0.0004572461,0.00001358221,0.00001500234,0.00002156545,0.0001346744,0.00009575532,0.0003646895,0.997228,0.001236614],"study_design_scores_gemma":[0.00008491873,0.000008229651,0.001991459,0.000165735,0.00001321706,0.00003918961,0.00007552662,0.0001997491,0.0001739338,0.0008078088,0.9964232,0.00001705872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004710186,0.00002364294,0.00004540879,0.00003749008,0.00001195922,0.000005519744,0.9988722,0.0003448971,0.0006118605],"genre_scores_gemma":[0.0001775716,0.00002959963,0.0001963502,0.00004676235,0.000003605678,0.00004083226,0.9989432,0.0001234443,0.000438681],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8575929,"threshold_uncertainty_score":0.476399,"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."}}