{"id":"W2300854003","doi":"","title":"Magazines, Travel and Middlebrow Culture: Canadian Periodicals 1925-1960","year":2015,"lang":"en","type":"book","venue":"Liverpool University Press eBooks","topic":"Travel Writing and Literature","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Middlebrow; Prestige; Mainstream; Reading (process); Advertising; Media studies; History; Sociology; Political science; Art history; Business; Law","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001025427,0.0004915004,0.0005097426,0.0002480057,0.0007222784,0.0005226706,0.000457112,0.0005444913,0.0002841823],"category_scores_gemma":[0.00001005926,0.0005036451,0.0001567526,0.00000756502,0.0007032582,0.0001889444,0.0001288688,0.0008386484,0.00004169307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003119272,"about_ca_system_score_gemma":0.0008117934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03745722,"about_ca_topic_score_gemma":0.06186853,"domain_scores_codex":[0.9983655,0.00008260922,0.0001908742,0.0005644494,0.000311153,0.000485421],"domain_scores_gemma":[0.9984964,0.00003507143,0.0001426988,0.0003548391,0.000290412,0.0006805541],"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":[0.00003693465,0.0000109538,0.000001562152,0.0001822058,0.0001391911,0.000374172,0.03077345,1.708811e-7,0.000002094324,0.6519313,0.3156523,0.0008956095],"study_design_scores_gemma":[0.0005861651,0.00008351285,0.00001379774,0.0003397405,0.0002609512,0.00002643492,0.001718237,0.000008067123,0.000001770875,0.0005816663,0.9957569,0.0006227664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008656146,0.001596389,0.000001795235,0.00004531748,0.000378268,0.0003479919,0.002731953,0.000121451,0.9946903],"genre_scores_gemma":[0.001481443,0.00009462139,0.0000502175,0.0003068614,0.0009930731,0.000001192183,0.000385311,0.00005155243,0.9966357],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6801046,"threshold_uncertainty_score":0.9997415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02742175532740105,"score_gpt":0.1757125601270096,"score_spread":0.1482908047996085,"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."}}