{"id":"W2802952064","doi":"10.2307/25515702","title":"Máirtín Ó Cadhain: Politics and Literature","year":2008,"lang":"uk","type":"article","venue":"The Canadian Journal of Irish Studies","topic":"Irish and British Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Politics; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001111048,0.000289193,0.0006757814,0.000220135,0.006434894,0.0002891096,0.0004874716,0.0001753295,0.00002793501],"category_scores_gemma":[0.001595766,0.000205487,0.000207447,0.0005859642,0.004761732,0.0002988784,0.00007640983,0.0007747003,0.00001192434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004005327,"about_ca_system_score_gemma":0.002766612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0443725,"about_ca_topic_score_gemma":0.1564338,"domain_scores_codex":[0.9974262,0.0003594846,0.0005895908,0.0001903531,0.0005298601,0.0009045316],"domain_scores_gemma":[0.9967441,0.0004211302,0.0004072323,0.0001657598,0.001503116,0.000758675],"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":[0.00000694631,0.00001050247,0.01096149,0.0000468863,0.0005408681,0.001771209,0.2031303,0.000001834235,6.248814e-7,0.0003821603,0.7825952,0.0005519812],"study_design_scores_gemma":[0.001367727,0.0007270134,0.09072012,0.001789256,0.0006408023,0.005910446,0.265213,0.000002559821,0.00001393366,0.004973133,0.627777,0.0008650521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4464453,0.4718678,8.402907e-7,0.05298901,0.002380154,0.000187867,0.00009959911,0.000007951535,0.02602152],"genre_scores_gemma":[0.9038118,0.08622075,0.00005637838,0.001697125,0.00220138,0.000001789758,6.136388e-7,0.00001699895,0.005993241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4573665,"threshold_uncertainty_score":0.9979467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.047315982898303,"score_gpt":0.301541447283819,"score_spread":0.254225464385516,"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."}}