{"id":"W1552221389","doi":"10.29173/cons22033","title":"The Politicization of Scottish Dress: A Study of Highland Garb","year":2014,"lang":"en","type":"article","venue":"Constellations","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Institution; Political science; National identity; Identity (music); Economic history; Political economy; History; Sociology; Law; Art; Aesthetics; Politics","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":[0.0001865852,0.00004201439,0.00008654568,0.00006585935,0.0003747708,0.00003328904,0.00008663991,0.00001336482,0.0003130361],"category_scores_gemma":[0.0001571962,0.00003368155,0.0000283665,0.00004265109,0.0002806408,0.00008465695,0.00001541193,0.00003225164,0.000009371153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009143013,"about_ca_system_score_gemma":0.00002744736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002827775,"about_ca_topic_score_gemma":0.003308397,"domain_scores_codex":[0.999409,0.00007928241,0.0002335443,0.00006825745,0.0001497918,0.00006009739],"domain_scores_gemma":[0.9990039,0.0004655923,0.0001370124,0.0001410939,0.0002349979,0.00001737753],"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":[0.000006069428,0.0001593181,0.01422417,0.00001181897,0.00003595389,9.191795e-8,0.009008051,0.00007601266,0.00004061759,0.973714,0.002156022,0.0005678797],"study_design_scores_gemma":[0.003835113,0.0009757515,0.2503019,0.0001938668,0.0005065036,0.000005301247,0.0423483,0.002125557,0.001069568,0.04235297,0.6556728,0.0006123054],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8376989,0.00009993306,0.00005595614,0.00005724898,0.0003874604,0.0001805084,0.00001462827,0.00001481384,0.1614905],"genre_scores_gemma":[0.9971027,0.000005115227,0.000005564564,0.00001391837,0.0001208877,0.000003538169,0.000006185042,0.00000387883,0.002738219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.931361,"threshold_uncertainty_score":0.3427526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383113633169896,"score_gpt":0.2296863738762818,"score_spread":0.2058552375445829,"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."}}