{"id":"W4396162258","doi":"10.15468/dl.df6gm5","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":[0.000945842,0.002067945,0.001689502,0.004757206,0.00105923,0.002718446,0.002976905,0.002214788,0.149289],"category_scores_gemma":[0.005783588,0.0009634763,0.001186044,0.009868984,0.0004629585,0.002495481,0.002643766,0.002207363,0.2018145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0018901,"about_ca_system_score_gemma":0.002664372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03184262,"about_ca_topic_score_gemma":0.05337108,"domain_scores_codex":[0.9989187,0.0001425453,0.0001302773,0.0003744001,0.0002547689,0.0001794701],"domain_scores_gemma":[0.997733,0.0006039679,0.0002028484,0.000580242,0.0005950509,0.0002849278],"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":[0.00002817877,0.00001028772,0.0003020085,0.0004540973,0.00001348087,0.00001406284,0.00002190059,0.000121193,0.00009041111,0.0003823203,0.9974612,0.001100851],"study_design_scores_gemma":[0.00008262882,0.000006552358,0.001593856,0.0001598999,0.0000126834,0.00003349984,0.00006793705,0.0001728101,0.0001626643,0.0007860577,0.9969041,0.00001719514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003632495,0.00002341092,0.00004240722,0.00003590648,0.000009905605,0.00000504777,0.9988274,0.0003985221,0.0006210876],"genre_scores_gemma":[0.0001514604,0.00002973795,0.0001801129,0.00004296246,0.000002845347,0.00003674942,0.9989834,0.0001538636,0.0004188998],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.850711,"threshold_uncertainty_score":0.4994216,"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."}}