{"id":"W4396438595","doi":"10.15468/dl.gmgsta","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001672591,0.0002127539,0.0002272362,0.00001004618,0.0008007872,0.00008519211,0.0005073898,0.0001781272,0.09970795],"category_scores_gemma":[0.00003913905,0.00009246709,0.0001842093,0.0003585884,0.00009995916,0.0003164482,0.0006465925,0.0002687688,0.02981638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000182353,"about_ca_system_score_gemma":0.0000205768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001801153,"about_ca_topic_score_gemma":0.000169595,"domain_scores_codex":[0.9988037,0.00005942082,0.0002586237,0.0002046219,0.0004076725,0.0002658995],"domain_scores_gemma":[0.99945,0.00002600977,0.0002158737,0.0001027984,0.0001027416,0.0001025601],"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":[0.00002774331,0.00003193143,0.00060658,0.00002598618,0.00001936674,0.000001283938,0.000009524896,0.000001162948,8.492068e-8,2.212625e-8,0.9895733,0.009702987],"study_design_scores_gemma":[0.00008517302,0.00009341384,0.000794879,5.845424e-7,0.00002282617,0.000003115415,0.0003246617,1.549548e-8,1.811007e-7,4.490607e-7,0.9984489,0.0002257946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001674673,0.0000428563,2.318856e-8,0.0003885555,0.002164453,0.0002173546,0.9953111,0.0000615644,0.000139451],"genre_scores_gemma":[0.000007975353,0.0002194154,1.213007e-7,0.0005370299,0.000009062149,0.000005667365,0.9992205,8.599801e-10,2.206809e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06989156,"threshold_uncertainty_score":0.970939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476899627712187,"score_gpt":0.1945019419498467,"score_spread":0.1797329456727248,"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."}}