{"id":"W4387858538","doi":"10.55650/igj.1991.592","title":"Reviews of Books","year":2016,"lang":"en","type":"article","venue":"Irish Geography","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Emigration; Settlement (finance); History; Welsh; Media studies; Art history; Economic history; Archaeology; Sociology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005239574,0.00006266629,0.0001888214,0.00007718994,0.0001845721,0.00001342859,0.0001722753,0.0000452861,0.0004106737],"category_scores_gemma":[0.0002145739,0.00004318776,0.0001816426,0.0002322545,0.0005051365,0.0001045205,0.00002985674,0.00003041935,0.00006714132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007023036,"about_ca_system_score_gemma":0.00002129893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007780996,"about_ca_topic_score_gemma":0.0001099378,"domain_scores_codex":[0.9991344,0.0001032675,0.0001949045,0.0001307661,0.0001964794,0.0002401665],"domain_scores_gemma":[0.999553,0.00007689497,0.00009102922,0.0001250453,0.00009099001,0.00006299875],"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":[0.000003128545,0.00002185017,0.1023476,0.000009475378,0.00001512572,0.000001537358,0.0003618089,2.466644e-9,0.00009492115,0.0002258879,0.8072552,0.08966347],"study_design_scores_gemma":[0.0001372019,0.0000234892,0.04448497,0.00007326202,0.00001114795,2.432903e-7,0.0002214138,7.377512e-9,0.0001362418,0.0008573393,0.9539723,0.0000823361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05427801,0.01193491,0.0001091985,0.002768818,0.0003988862,0.0002978132,0.00001790152,0.00007933845,0.9301151],"genre_scores_gemma":[0.9636424,0.03091617,0.0005130364,0.0004608925,0.0004260089,0.00006503676,7.028437e-7,0.000009292134,0.003966453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9261487,"threshold_uncertainty_score":0.4496589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649543624447596,"score_gpt":0.3063187407822043,"score_spread":0.2798233045377284,"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."}}