{"id":"W1913426598","doi":"10.22230/cjc.2009v34n2a2236","title":"How to Do Things with Brands: Uses of National Identity","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Globalization and Cultural Identity","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Advertising; National identity; Sociology; Business; Art; Aesthetics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005955184,0.00003563454,0.00008034967,0.0001121706,0.0002994081,0.000263246,0.0004563491,0.00003152528,0.00005824595],"category_scores_gemma":[0.0004785552,0.0000309695,0.00003267259,0.0003536085,0.00009324157,0.001308999,0.000005046478,0.00007239787,0.00000230328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001614965,"about_ca_system_score_gemma":0.0007105782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009715185,"about_ca_topic_score_gemma":0.2397781,"domain_scores_codex":[0.9992636,0.0001288899,0.0001436935,0.00003389071,0.0003432314,0.00008669129],"domain_scores_gemma":[0.9982902,0.00002184901,0.0002045192,0.0001023907,0.001153136,0.0002278852],"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":[0.00002275986,0.00003878228,0.02025455,0.000004705587,0.00003613772,0.000002926791,0.03389518,0.0001915061,0.0002261435,0.920114,0.02165514,0.003558148],"study_design_scores_gemma":[0.0008968232,0.0002530023,0.4006485,0.0004006763,0.00005024061,0.00002950957,0.02627295,0.00001236543,0.0003352102,0.08460115,0.4861819,0.0003176866],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7970887,0.001749617,0.003283003,0.1004477,0.0002371794,0.0003170801,0.00001562117,0.0000167109,0.09684429],"genre_scores_gemma":[0.9980766,0.00007351508,0.0007543589,0.0007497736,0.00003284535,2.844079e-7,0.000002212324,0.00000150818,0.0003088764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8355129,"threshold_uncertainty_score":0.9968792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02656968599196137,"score_gpt":0.3040186324374531,"score_spread":0.2774489464454917,"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."}}