{"id":"W2062129674","doi":"10.2202/1944-4079.1078","title":"A Newspaper Content Analysis of HIV/AIDS and Food Insecurity in Sub‐Saharan Africa","year":2011,"lang":"en","type":"article","venue":"Risk Hazards & Crisis in Public Policy","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University; Simon Fraser University","funders":"","keywords":"Framing (construction); Content analysis; Thematic analysis; Newspaper; Food security; Political science; Sociology; Public relations; Geography; Qualitative research; Advertising; Social science; Media studies; Agriculture; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001801801,0.0001348197,0.0004693159,0.001098988,0.0001917985,0.00004491194,0.0004887482,0.0001325831,0.00007991646],"category_scores_gemma":[0.001377527,0.0001272207,0.0001382395,0.003169073,0.0003206059,0.0002600854,0.0002253102,0.0002349059,0.00000286326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001790346,"about_ca_system_score_gemma":0.0002917722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1100028,"about_ca_topic_score_gemma":0.1580777,"domain_scores_codex":[0.9977356,0.0007047743,0.0004835727,0.0002649695,0.0003599107,0.0004511298],"domain_scores_gemma":[0.9988058,0.0001760866,0.000225849,0.0004860493,0.0001413713,0.0001647973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000307701,0.0004408878,0.6878865,0.00001199077,0.0005068917,9.48415e-7,0.144013,8.024733e-7,0.00001176775,0.1245229,0.002401364,0.04017217],"study_design_scores_gemma":[0.0007671631,0.0001509578,0.904501,0.00001754146,0.0002641271,1.653105e-7,0.02849019,0.0001555352,0.00002248577,0.009404131,0.05597739,0.0002492881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557608,0.003233682,0.00002929106,0.004532439,0.00004678815,0.0002415521,0.00008179891,0.00002716775,0.03604648],"genre_scores_gemma":[0.9807049,0.01872874,0.0002305767,0.0001614695,0.00004911677,0.00006804599,0.000006289381,0.000007630023,0.00004319582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2166145,"threshold_uncertainty_score":0.8959238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08761632123327849,"score_gpt":0.3168198404043466,"score_spread":0.2292035191710681,"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."}}