{"id":"W2591089078","doi":"","title":"' An unflinching Idealist : The Life and Journalism of James W. Upton.'","year":2016,"lang":"en","type":"article","venue":"Edge Hill University Research Information Repository (Edge Hill University)","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Journalism; Independence (probability theory); Media studies; Quarter (Canadian coin); History; State (computer science); Sociology; Archaeology; Philosophy","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"],"consensus_categories":[],"category_scores_codex":[0.002626615,0.0001359613,0.0002125402,0.0007108322,0.004607621,0.0001838837,0.0008521369,0.0001709505,0.00004121256],"category_scores_gemma":[0.0007140822,0.0001117846,0.0001081346,0.0009415635,0.001957313,0.003845802,0.0003575624,0.0003787041,0.00001836066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000434944,"about_ca_system_score_gemma":0.000637278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00403094,"about_ca_topic_score_gemma":0.0003520786,"domain_scores_codex":[0.9965829,0.001657036,0.000269128,0.0002110268,0.000795191,0.0004846643],"domain_scores_gemma":[0.9970323,0.0006581951,0.000265079,0.0003115738,0.001272899,0.0004598987],"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":[0.001552685,0.0004825282,0.1128023,0.0003588068,0.000828825,0.0007442105,0.2067485,0.00005976072,0.002842883,0.2162491,0.4025325,0.05479777],"study_design_scores_gemma":[0.001082482,0.0001421769,0.01717791,0.000111662,0.00004150875,0.00001436395,0.1267759,0.00005544979,0.0001714323,0.0001225153,0.8540577,0.000246936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6005806,0.0002488482,0.0007778156,0.006941725,0.0005194689,0.0005734099,0.00007651187,0.0001506604,0.3901309],"genre_scores_gemma":[0.9914372,0.001130299,0.00005402146,0.00007755652,0.0002038742,1.881455e-7,0.00000540311,0.00000567466,0.0070858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4515252,"threshold_uncertainty_score":0.9966882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02860959501173672,"score_gpt":0.2826900150940081,"score_spread":0.2540804200822714,"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."}}