{"id":"W4396467853","doi":"10.15468/dl.hbkatm","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":[0.00104996,0.001945228,0.001564182,0.00452138,0.001041524,0.002635528,0.00290513,0.002060267,0.1657921],"category_scores_gemma":[0.005885336,0.000945697,0.001147867,0.009260464,0.0004375725,0.002347525,0.002564758,0.002173626,0.225359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720633,"about_ca_system_score_gemma":0.002377648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02373234,"about_ca_topic_score_gemma":0.03922493,"domain_scores_codex":[0.9989687,0.0001367907,0.0001287341,0.0003511841,0.0002491187,0.0001654852],"domain_scores_gemma":[0.9975539,0.000688746,0.0002239034,0.0006146732,0.0006286299,0.0002901659],"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":[0.00002493174,0.00001079632,0.0003288033,0.0004272122,0.00001274279,0.00001404731,0.00002308517,0.0001088335,0.0001001211,0.0003703139,0.9973763,0.001202871],"study_design_scores_gemma":[0.00007065424,0.000006226875,0.001739926,0.0001531563,0.00001183696,0.00003212382,0.00006544384,0.0001560393,0.0001780866,0.0007290953,0.996841,0.00001636876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003734417,0.00002092029,0.00005004619,0.00003514158,0.00001056659,0.000005267329,0.9987142,0.0004195909,0.000707037],"genre_scores_gemma":[0.0001548272,0.00002845812,0.0002085086,0.00004294393,0.000003205287,0.00004343829,0.9988613,0.000187254,0.0004700433],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8342079,"threshold_uncertainty_score":0.5546298,"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."}}