{"id":"W4395647524","doi":"10.15468/dl.64fhq5","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":[0.0009732252,0.002016795,0.001612945,0.004583505,0.0009932143,0.002532131,0.002881807,0.002166275,0.1536866],"category_scores_gemma":[0.005570062,0.0009560111,0.0011458,0.009162576,0.000464011,0.002371549,0.002516735,0.00215526,0.2109964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001620669,"about_ca_system_score_gemma":0.002266981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02235755,"about_ca_topic_score_gemma":0.03800998,"domain_scores_codex":[0.998976,0.0001413586,0.00012739,0.0003651531,0.0002219542,0.0001681644],"domain_scores_gemma":[0.9976873,0.0006286117,0.0002249167,0.0006023075,0.0005621554,0.0002945954],"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":[0.00002756927,0.00001153987,0.0003490033,0.0004730445,0.0000137751,0.00001394669,0.0000212774,0.0001205817,0.00009673888,0.0003498537,0.9974198,0.001102922],"study_design_scores_gemma":[0.00009044114,0.000007874034,0.001872003,0.0001706827,0.00001313369,0.00003557989,0.00006865586,0.0001640696,0.0001711608,0.0007718325,0.9966171,0.00001742123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003944918,0.0000228762,0.0000398863,0.0000341257,0.00001108008,0.000005147476,0.9989457,0.0003283629,0.0005734191],"genre_scores_gemma":[0.0001582995,0.00002939858,0.0001743552,0.00004602904,0.00000343142,0.00004088145,0.9989786,0.000133596,0.0004355434],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8463134,"threshold_uncertainty_score":0.514133,"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."}}