{"id":"W4395773094","doi":"10.15468/dl.bf9dgm","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":[0.0008815583,0.002053975,0.001542984,0.004656666,0.0008856707,0.002419057,0.002651521,0.00189416,0.1564447],"category_scores_gemma":[0.005357833,0.0009351849,0.001099158,0.009336372,0.0004358704,0.002238484,0.002387971,0.001893974,0.2140103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001602659,"about_ca_system_score_gemma":0.002267342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02124695,"about_ca_topic_score_gemma":0.03639909,"domain_scores_codex":[0.9990172,0.0001302391,0.0001264093,0.0003502902,0.0002128492,0.0001629965],"domain_scores_gemma":[0.9977793,0.0005954785,0.0002285421,0.0005512559,0.0005682922,0.0002771083],"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":[0.00003213529,0.00001123582,0.0003659926,0.0005036566,0.00001380993,0.00001345912,0.00001958811,0.0001229992,0.0001051473,0.0003670755,0.9971457,0.001299167],"study_design_scores_gemma":[0.00008781636,0.000008388878,0.00182685,0.00016277,0.0000135472,0.0000332505,0.00005734584,0.0001572743,0.0001802492,0.0007997953,0.9966551,0.00001760748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003856061,0.00002203572,0.00003638478,0.00002887572,0.000009877519,0.000004613145,0.9989348,0.0003196899,0.0006051271],"genre_scores_gemma":[0.0001540676,0.00003122702,0.0001802299,0.00004496317,0.00000342014,0.00003934653,0.9989399,0.0001378541,0.0004690065],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8435553,"threshold_uncertainty_score":0.5233596,"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."}}