{"id":"W2021256911","doi":"10.1080/21502552.2011.537116","title":"<i>Special Advertising Section</i>","year":2011,"lang":"en","type":"article","venue":"Public Art Dialogue","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Advertising; Business","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004237918,0.0001150834,0.0002401132,0.0001906453,0.000231302,0.00008883064,0.0002117807,0.00006548606,0.02546412],"category_scores_gemma":[0.00009854804,0.000135992,0.000109997,0.0001753208,0.000120365,0.000530572,0.0001178669,0.00008827649,0.04920464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007703036,"about_ca_system_score_gemma":0.00001577925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001060852,"about_ca_topic_score_gemma":0.00007424472,"domain_scores_codex":[0.9988479,0.000007464628,0.0003725431,0.0003947477,0.00002450972,0.000352827],"domain_scores_gemma":[0.9994542,0.00001601323,0.000151911,0.0002467435,0.00002617259,0.000104983],"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":[0.000004572633,0.00005729314,0.03609233,0.000003171396,0.00003976761,0.000002013991,0.001245065,6.734439e-7,5.061332e-7,0.2013479,0.7606209,0.0005858522],"study_design_scores_gemma":[0.0002390205,0.0000146631,0.01385553,0.000001779264,0.000002596631,0.000002560133,0.0001800778,0.00003334805,0.000008770338,0.01023705,0.9752476,0.0001770728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004694068,0.0001116005,0.0005040345,0.000215766,0.01244772,0.00008833,0.0001495114,0.00007441065,0.9817145],"genre_scores_gemma":[0.6643046,0.0001644757,0.0008734578,0.001266931,0.007857199,0.00005326841,0.0000616793,0.00004041267,0.325378],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6596105,"threshold_uncertainty_score":0.9754267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06827274135693892,"score_gpt":0.1934500839953235,"score_spread":0.1251773426383846,"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."}}