{"id":"W4395931095","doi":"10.15468/dl.ca46jb","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":[0.001073608,0.001941388,0.001652365,0.004728194,0.001020584,0.00273792,0.002930431,0.002113748,0.173526],"category_scores_gemma":[0.0063905,0.0009683961,0.001160636,0.009561345,0.0004610199,0.002398515,0.00256635,0.002180299,0.2250054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001677548,"about_ca_system_score_gemma":0.002393012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02128913,"about_ca_topic_score_gemma":0.0346714,"domain_scores_codex":[0.9988702,0.0001567844,0.0001471096,0.0003836123,0.0002618299,0.0001804399],"domain_scores_gemma":[0.9974353,0.0007391495,0.0002414312,0.0006365962,0.0006459235,0.0003017646],"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":[0.00002677402,0.00001053389,0.0003182198,0.0004645809,0.00001309361,0.00001351843,0.00002128734,0.0001154251,0.00009221877,0.0003804239,0.9973416,0.001202351],"study_design_scores_gemma":[0.00007568298,0.000006630763,0.00158108,0.0001755072,0.00001252615,0.00003278675,0.00006530531,0.0001515472,0.0001677177,0.000791169,0.9969237,0.00001633357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003480273,0.00002283642,0.00004632124,0.0000374615,0.00001105254,0.00000518196,0.9988344,0.0003642826,0.0006436646],"genre_scores_gemma":[0.0001580338,0.00003237389,0.0001950843,0.00004810639,0.00000357655,0.00004328842,0.9988765,0.0001703051,0.0004726451],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.826474,"threshold_uncertainty_score":0.5805024,"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."}}