{"id":"W6886087786","doi":"10.14288/1.0367263","title":"[Certificate issued to Sammy Soong to authorize the use of General Service Badge]","year":2013,"lang":"en","type":"article","venue":"Open Collections","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Certificate; Postal service; Service personnel","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":[0.002501874,0.0005123343,0.0006798053,0.001397371,0.008659826,0.004005622,0.002386444,0.004451261,0.5133849],"category_scores_gemma":[0.01832188,0.0006726361,0.0003523474,0.00120508,0.001388369,0.002777809,0.003061677,0.004669817,0.3046979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005141372,"about_ca_system_score_gemma":0.01640733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2744363,"about_ca_topic_score_gemma":0.3396574,"domain_scores_codex":[0.9972458,0.0002394322,0.00009782052,0.0002463174,0.001459792,0.0007109171],"domain_scores_gemma":[0.9815736,0.001346072,0.0004783882,0.001467379,0.01296549,0.002169034],"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":[0.00001642064,0.0000197603,0.0002858611,0.00001935286,9.945533e-7,0.00007542539,0.0002498043,0.00001540802,0.0002026899,0.005377573,0.9870162,0.006720493],"study_design_scores_gemma":[0.00001564991,0.00001336531,0.001665963,0.00003749285,0.00000158705,0.00005204464,0.0003461245,0.00005140799,0.0001771376,0.0004488184,0.9971719,0.00001847401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002376597,0.0001723539,0.001097564,0.01803567,0.003588831,0.000720992,0.006175497,0.002564797,0.9652676],"genre_scores_gemma":[0.007204729,0.00008842344,0.0003928874,0.003351066,0.0003008412,0.0001586976,0.001456269,0.0004530755,0.986594],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5133849,"threshold_uncertainty_score":0.6940974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2577693427576622,"score_gpt":0.3614415101988891,"score_spread":0.103672167441227,"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."}}