{"id":"W4396194312","doi":"10.15468/dl.emyp7d","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":[0.0010538,0.001864144,0.001571675,0.004814909,0.0009759696,0.002658485,0.00283667,0.00204738,0.1713765],"category_scores_gemma":[0.00647574,0.0009633147,0.001112098,0.009631341,0.0004558344,0.002289165,0.002485611,0.002093296,0.2218114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001665562,"about_ca_system_score_gemma":0.002360989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02194016,"about_ca_topic_score_gemma":0.03528289,"domain_scores_codex":[0.9988937,0.0001508087,0.0001457256,0.0003779668,0.0002547331,0.0001771379],"domain_scores_gemma":[0.9973719,0.0007674075,0.0002549974,0.0006501726,0.0006458883,0.0003096358],"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":[0.00002572031,0.00001012718,0.0003387502,0.0004560076,0.00001316904,0.00001367184,0.00002191053,0.0001156563,0.0000866833,0.0003683156,0.9973906,0.001159565],"study_design_scores_gemma":[0.00007851457,0.000006931105,0.001779352,0.0001779641,0.00001328233,0.00003505655,0.00007091875,0.0001603742,0.0001683382,0.0007826064,0.9967101,0.00001661947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003549362,0.00002112886,0.00004226089,0.00003526409,0.0000102869,0.0000049081,0.9989221,0.0003349713,0.0005935707],"genre_scores_gemma":[0.0001632241,0.00003109859,0.0001862099,0.00004566905,0.000003468728,0.00004324902,0.9988967,0.0001628721,0.000467413],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8286235,"threshold_uncertainty_score":0.5733115,"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."}}