{"id":"W6923413576","doi":"10.14288/1.0177055","title":"The Cumberland News","year":2012,"lang":"en","type":"article","venue":"Open Collections","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"News bureau; News media; Postal service; Newspaper","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003422729,0.00006903975,0.00007908058,0.00003646332,0.004702392,0.002169908,0.0003152358,0.00002000029,0.0008432081],"category_scores_gemma":[0.0001701007,0.00004863681,0.00004631573,0.001154003,0.00003579134,0.001367272,0.000238111,0.00007420628,0.0003271952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002522852,"about_ca_system_score_gemma":0.00000959402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005404217,"about_ca_topic_score_gemma":0.005317679,"domain_scores_codex":[0.9994929,0.00001350435,0.0001099705,0.00009447199,0.00007516896,0.0002140181],"domain_scores_gemma":[0.9995242,0.00009697658,0.00007978553,0.0002329772,0.00005597568,0.00001011691],"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":[0.00003151536,0.00007020684,0.002256478,0.000003359418,0.00006070737,4.554676e-7,0.00002324402,0.0002669214,0.00001600651,0.04568519,0.9484175,0.003168445],"study_design_scores_gemma":[0.0001277266,0.000001341018,0.0001612332,0.000003034966,0.00004885072,0.000001463963,0.0002834829,0.0005171858,0.000007925901,0.02241359,0.976353,0.00008119156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009916722,0.00005931252,0.001261473,0.0008727554,0.0005545634,0.0002315864,8.551208e-7,0.0000605831,0.9959672],"genre_scores_gemma":[0.2129956,0.00002166834,0.0003581517,0.00154612,0.002263637,0.0001785848,0.000008179977,0.00002907349,0.782599],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2133682,"threshold_uncertainty_score":0.998866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922122667441756,"score_gpt":0.2618891400632957,"score_spread":0.2426679133888781,"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."}}