{"id":"W2021480168","doi":"10.3138/ijcs.48.67","title":"Martha Ostenso, Periodical Culture, and the Middlebrow","year":2014,"lang":"en","type":"article","venue":"International Journal of Canadian Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Middlebrow; Consumerism; Sociology; Nationalism; Femininity; Context (archaeology); Romance; Rhetorical question; Rhetoric; Happiness; Gender studies; Aesthetics; Media studies; Literature; Art; History; Psychology; Political science; Social psychology; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0007166054,0.00004445656,0.0001307983,0.000583558,0.0007219305,0.0003394583,0.0002621454,0.0000324646,0.00009738409],"category_scores_gemma":[0.001106205,0.0000352626,0.00007325335,0.0001084238,0.001746875,0.0001639536,0.00001747846,0.0001262469,0.00001253962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004265,"about_ca_system_score_gemma":0.0007160193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6877838,"about_ca_topic_score_gemma":0.9940953,"domain_scores_codex":[0.9991519,0.0001190883,0.0001700076,0.00005369234,0.0003765353,0.0001287333],"domain_scores_gemma":[0.998982,0.0001251845,0.0001080155,0.00003821968,0.0005237818,0.0002227785],"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":[0.00007489038,0.000009117786,0.001277619,0.000005755599,0.0005855131,0.000115412,0.08370361,0.000003871981,0.000003527975,0.5969148,0.2630624,0.05424354],"study_design_scores_gemma":[0.0004174022,0.00001371807,0.001920191,0.00002302259,0.00002060337,0.00003531411,0.00713801,0.000001833621,3.473099e-7,0.003179884,0.987207,0.00004268883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1293849,0.06661439,0.00004964656,0.298907,0.01214578,0.0003003411,0.00006793647,0.00002208434,0.4925079],"genre_scores_gemma":[0.9733068,0.008954636,0.000108179,0.003889452,0.001878961,0.000002196658,5.508209e-7,0.000005634465,0.01185358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.843922,"threshold_uncertainty_score":0.6436434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979984661466942,"score_gpt":0.2689406338600128,"score_spread":0.2491407872453434,"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."}}