{"id":"W4395220659","doi":"10.15468/dl.8uk5ev","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Diatoms and Algae Research","field":"Materials 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":[0.0009002446,0.002200598,0.001604421,0.005206981,0.0009411115,0.002666537,0.002714164,0.001977903,0.1513053],"category_scores_gemma":[0.005457714,0.0009272741,0.001173965,0.01042263,0.0004269557,0.002376199,0.00245437,0.001875971,0.2134693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001660093,"about_ca_system_score_gemma":0.002323548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02045516,"about_ca_topic_score_gemma":0.03607389,"domain_scores_codex":[0.9989945,0.0001356963,0.000126937,0.0003629095,0.0002177257,0.0001621851],"domain_scores_gemma":[0.9977513,0.0006393641,0.000222586,0.0005437573,0.0005702404,0.0002728828],"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":[0.00003448271,0.00001168692,0.0003902891,0.0005485385,0.00001553846,0.0000144369,0.00001949132,0.0001333815,0.0001114203,0.0003945267,0.9968489,0.001477316],"study_design_scores_gemma":[0.0000750784,0.000008329477,0.001650347,0.0001681934,0.00001446741,0.00003283792,0.00005560104,0.0001623667,0.0001876002,0.0008520859,0.9967754,0.00001771626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004034619,0.0000282195,0.00003752363,0.00003040046,0.000009730407,0.000004236371,0.9988971,0.0003364837,0.0006159491],"genre_scores_gemma":[0.0001526764,0.00003679654,0.0001917247,0.0000431264,0.000003318245,0.00003532673,0.9989089,0.0001387107,0.0004894435],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8486947,"threshold_uncertainty_score":0.5061666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02020226013994651,"score_gpt":0.2504296448736166,"score_spread":0.2302273847336701,"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."}}