{"id":"W1561328633","doi":"10.21083/irss.v38i0.2932","title":"Scottish Literature and Visual Art: A Caledonian Synergy","year":2014,"lang":"en","type":"article","venue":"International Review of Scottish Studies","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poetry; Focus (optics); Scottish literature; History; Visual culture; Visual arts; Art; Literature; Classics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005182026,0.0001743602,0.0004206618,0.0001523721,0.0001902481,0.0001007213,0.0002038208,0.00003317204,0.00067481],"category_scores_gemma":[0.0009873046,0.0001535928,0.0001305058,0.00007034431,0.0004496952,0.0004633368,0.0001245433,0.0001301687,0.00008158167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004897382,"about_ca_system_score_gemma":0.0000218097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003126128,"about_ca_topic_score_gemma":0.0004033069,"domain_scores_codex":[0.9985462,0.00008537883,0.0004810732,0.0002753117,0.0004752347,0.0001367958],"domain_scores_gemma":[0.9984464,0.0002212192,0.0002561072,0.0001055468,0.0009158576,0.00005483551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003432737,0.0002080049,0.001139665,0.007092763,0.0008182678,0.00002217307,0.004593275,7.757807e-7,0.00007176855,0.5086399,0.4232708,0.05410838],"study_design_scores_gemma":[0.0002604921,0.00008675153,0.001431367,0.0130804,0.00007539395,0.00002156315,0.0001632231,0.00002487323,0.00003657589,0.004354891,0.9802582,0.0002062253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06335051,0.7112167,0.00005293129,0.006689537,0.005961239,0.0005383901,0.0002087835,0.0001272583,0.2118547],"genre_scores_gemma":[0.718826,0.2394259,0.0002513806,0.005062722,0.002045601,0.00008319924,0.0001274221,0.00003307966,0.0341447],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6554755,"threshold_uncertainty_score":0.7388696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005837582403516,"score_gpt":0.2983259604753814,"score_spread":0.2782675846513463,"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."}}