{"id":"W6991384074","doi":"","title":"“The glory or the story of the sea-divided Gaels. One in name, and one in fame…” : How Atlantic Newspapers Impacted the Irish","year":2019,"lang":"en","type":"article","venue":"Scholars Archive - University at Albany (University at Albany, State University of New York)","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Newspaper; Immigration; Famine; Colonialism; Frontier; Glory","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001466518,0.0003435669,0.0006036576,0.0003569142,0.004677781,0.00008267651,0.002432228,0.0002037529,0.0002316395],"category_scores_gemma":[0.000295635,0.0002719823,0.0003323474,0.001641179,0.003922951,0.0009675025,0.002216403,0.001246825,0.00002428219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292327,"about_ca_system_score_gemma":0.0009087257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05300531,"about_ca_topic_score_gemma":0.3353605,"domain_scores_codex":[0.9949742,0.002376424,0.0001988474,0.0006407327,0.0009194992,0.0008903061],"domain_scores_gemma":[0.9964391,0.001841258,0.0005137558,0.0007119623,0.000202189,0.0002917636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008575737,0.0006271095,0.5356532,0.0002214624,0.001490169,0.0005376758,0.2363921,0.0004078055,0.002409181,0.002172103,0.2040824,0.007431038],"study_design_scores_gemma":[0.004056002,0.000178348,0.5938761,0.0002601768,0.0002359581,0.000006889233,0.2233541,0.00007532646,0.00002272356,0.0002630225,0.1772248,0.0004464793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688002,0.0003298502,0.00003037923,0.01901118,0.0001852621,0.001118629,0.0002234546,0.00004344449,0.0102576],"genre_scores_gemma":[0.9307277,0.005334313,0.0002198245,0.0001454561,0.00002961875,6.081989e-8,0.00001792846,0.00001902103,0.06350604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2823551,"threshold_uncertainty_score":0.9999732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069322717746992,"score_gpt":0.2064794726142191,"score_spread":0.1857862454367492,"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."}}