{"id":"W3185879848","doi":"10.82308/11887","title":"Images of success: Cosmopolitan Magazine and the mass marketing of non-fiction, fiction, and poetry through illustrations, 1898-1903","year":2018,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Travel Writing and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Poetry; Literature; Art; History; Advertising; Business","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007089738,0.00032029,0.000156309,0.001194952,0.003267352,0.004406327,0.0002288045,0.000669341,0.006254908],"category_scores_gemma":[0.002161287,0.0001425881,0.00009091174,0.001067233,0.00532072,0.00230055,0.001271487,0.001263814,0.0005536357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002274794,"about_ca_system_score_gemma":0.000624102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004671375,"about_ca_topic_score_gemma":0.01258441,"domain_scores_codex":[0.9996235,0.0001786159,0.000008879611,0.0000410517,0.0001015249,0.00004635717],"domain_scores_gemma":[0.9988359,0.0006990088,0.0001464173,0.00004784109,0.0001277096,0.0001431029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001659867,0.0001202202,0.0120678,0.0003134782,0.00001375429,0.002843006,0.7203779,0.00006917374,0.001729287,0.1736745,0.0322573,0.05636753],"study_design_scores_gemma":[0.00001247822,0.0001563756,0.04148216,0.0003534347,0.00001741479,0.001949499,0.1695695,0.0001068886,0.001541853,0.003787791,0.7809952,0.00002729201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4955713,0.009584726,0.0004509601,0.009588028,0.0006322776,0.00001759809,0.00009935031,0.00004034071,0.4840155],"genre_scores_gemma":[0.9607683,0.003006789,0.0001774425,0.0004289253,0.0003401716,0.000009490093,0.0000267119,0.00004041921,0.03520177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006254908,"threshold_uncertainty_score":0.02092475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264810408402721,"score_gpt":0.223877022698806,"score_spread":0.2112289186147788,"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."}}