{"id":"W1969350297","doi":"10.1177/1077699013519916","title":"Book Review: <i>Two on Development Communication Saving the World: A Brief History of Communication for Development and Social Change</i> , by Emile G. McAnany and <i>Communication, Media and Development: Problems and Perspectives</i> , edited by Florencia Enghel and Karin Wilkins","year":2014,"lang":"en","type":"article","venue":"Journalism & Mass Communication Quarterly","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Media studies; Context (archaeology); Sociology; Development communication; Communication studies; Social change; Social science; History; Political science; 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","sts"],"consensus_categories":[],"category_scores_codex":[0.004700617,0.0003486179,0.0005598875,0.0001751925,0.003287788,0.0001848933,0.001044287,0.0001503285,0.00001713082],"category_scores_gemma":[0.0002171151,0.0003227303,0.00003853279,0.0002328306,0.001231858,0.0006102843,0.0004192576,0.0006145092,7.602864e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004881409,"about_ca_system_score_gemma":0.00021913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008211954,"about_ca_topic_score_gemma":0.01382265,"domain_scores_codex":[0.9957977,0.001887306,0.001075154,0.000366416,0.0005120052,0.0003614288],"domain_scores_gemma":[0.9951527,0.001850574,0.001179825,0.001105726,0.0005215099,0.0001896456],"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":[0.00005252064,0.0002019579,0.0005824123,0.0003229743,0.0001614337,5.351388e-8,0.6687926,1.717993e-7,0.0002656697,0.01022755,0.08574353,0.2336491],"study_design_scores_gemma":[0.001171738,0.00005894792,0.004157997,0.001016306,0.00007676495,0.000003051892,0.01464039,0.00008806352,0.00003385992,0.0005606301,0.9778134,0.000378856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02444554,0.8973247,0.0005281955,0.07360456,0.00008236145,0.00239053,0.00002623743,0.00009022544,0.001507616],"genre_scores_gemma":[0.4723904,0.4919456,0.02356534,0.008632131,0.0001022438,0.00181553,0.0005666857,0.00008354874,0.0008984468],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8920699,"threshold_uncertainty_score":0.9999225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03678113543488902,"score_gpt":0.2755095318957275,"score_spread":0.2387283964608385,"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."}}