{"id":"W6980424082","doi":"","title":"Cancer awareness messages in the UK print media: a content analytical and corpus linguistic mixed methods study","year":2016,"lang":"en","type":"article","venue":"CLOK (University of Central Lancashire)","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Perception; Audience measurement; Readability; Quarter (Canadian coin); Content analysis; Print media; Reading (process)","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":[],"consensus_categories":[],"category_scores_codex":[0.0004913852,0.0001333016,0.000283962,0.0001116875,0.0001357838,0.00004946706,0.0003211387,0.00005037066,0.0007327281],"category_scores_gemma":[0.0003553236,0.00007796562,0.00006311086,0.0002417134,0.0001872472,0.0002095971,0.0002020697,0.0001099061,0.00001168298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004512251,"about_ca_system_score_gemma":0.00003446886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004519796,"about_ca_topic_score_gemma":0.008903021,"domain_scores_codex":[0.9990572,0.00008256853,0.000146485,0.000254267,0.0001892282,0.000270225],"domain_scores_gemma":[0.9993101,0.0002336909,0.0001030339,0.0001838214,0.0001454349,0.00002394003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000786268,0.0006506849,0.8791023,0.0001828161,0.0002110005,0.0002589944,0.007717596,0.000001889082,0.0007924326,0.01086685,0.009677388,0.08975173],"study_design_scores_gemma":[0.001648079,0.00004172911,0.9722786,0.0001206763,0.000173741,0.000001887138,0.006034769,0.002939347,0.00005724848,0.000727505,0.01576209,0.0002143494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933193,0.000221925,0.0009624083,0.001449551,0.000339708,0.0003087293,0.00000507402,0.00002645542,0.003366794],"genre_scores_gemma":[0.9991734,0.0000912118,0.00008370444,0.0001190728,0.000178037,0.000001071422,0.0000023402,0.000006936233,0.0003442414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09317622,"threshold_uncertainty_score":0.8022859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06783958040750371,"score_gpt":0.2810186526002791,"score_spread":0.2131790721927754,"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."}}