{"id":"W6923415620","doi":"10.14288/1.0177042","title":"The Cumberland News","year":2012,"lang":"en","type":"article","venue":"Open Collections","topic":"Hospitality and Tourism Education","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":[0.0002373991,0.00004835787,0.00004591844,0.00002068554,0.003626124,0.002985081,0.0001980061,0.00002154591,0.0006473257],"category_scores_gemma":[0.00007452886,0.00003497411,0.00002448691,0.0005966708,0.00002072068,0.001214196,0.0001080638,0.00005661893,0.0003696688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001874486,"about_ca_system_score_gemma":0.00002123599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0283789,"about_ca_topic_score_gemma":0.005477116,"domain_scores_codex":[0.9996094,0.000007006136,0.00008665422,0.00006669688,0.00006503336,0.0001651777],"domain_scores_gemma":[0.9997084,0.00003703521,0.00005103934,0.0001471557,0.00004690635,0.000009493999],"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":[0.000003920942,0.0000645511,0.00578353,0.000001878568,0.00000861411,5.74158e-8,0.00003881485,0.000001572529,0.000001004527,0.007536606,0.9851324,0.001427081],"study_design_scores_gemma":[0.00010298,0.000001679308,0.007309356,0.000002393047,0.00001155471,8.290144e-7,0.0004804668,0.00004428677,0.000003492921,0.004892933,0.9870915,0.00005852543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006305232,0.00005224272,0.00009475207,0.003379285,0.001630972,0.000289721,6.753814e-7,0.00003100152,0.9882161],"genre_scores_gemma":[0.4830795,0.00002784253,0.0001110101,0.001343097,0.004547996,0.0002050435,0.00001276732,0.00001545433,0.5106573],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4775588,"threshold_uncertainty_score":0.9980499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174400602477667,"score_gpt":0.2598645176152724,"score_spread":0.2381205115904957,"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."}}