{"id":"W2217381854","doi":"","title":"Visual and Text Coverage of Skin Cancer and Recreational Tanning in Popular North American Magazines from 2000 to 2012","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recreation; Skin cancer; Cancer; Medicine; Dermatology; Political science; Internal medicine","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":[0.00006085678,0.0001300357,0.0003817953,0.0003222101,0.0000418639,0.000006085597,0.00004411213,0.00007175265,0.0001127217],"category_scores_gemma":[0.00001742537,0.0001446928,0.0000321959,0.000234104,0.00005794345,0.0001098717,0.00002739801,0.0001406055,0.00000313898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008597524,"about_ca_system_score_gemma":0.0001012161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1474085,"about_ca_topic_score_gemma":0.1798498,"domain_scores_codex":[0.9993283,0.00002584248,0.0001028196,0.00023399,0.0001944115,0.0001146757],"domain_scores_gemma":[0.9994978,0.00001601522,0.0001604677,0.00008092896,0.0001305877,0.0001141672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002780477,0.0001604744,0.6559577,0.000442203,0.0002651683,0.00009707117,0.1709607,0.000107852,0.009071971,0.000009086888,0.002604768,0.1575425],"study_design_scores_gemma":[0.001188405,0.0001759474,0.9544697,0.0005578594,0.0001243002,0.000002964159,0.04153993,0.0001456379,0.0003812999,0.00001673934,0.001226654,0.000170524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985213,0.0004323942,0.000006805541,0.0005148113,0.00006362693,0.0002411516,0.00006496839,0.00001067857,0.0001442812],"genre_scores_gemma":[0.8716047,0.0005435558,0.00116628,0.00005335078,0.00006331457,0.000001412503,0.00061959,0.0000224045,0.1259253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.298512,"threshold_uncertainty_score":0.858269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010419364199232,"score_gpt":0.2549544136333715,"score_spread":0.2445350494341395,"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."}}