{"id":"W1609281340","doi":"10.3968/j.sss.1923018420120303.1935","title":"The Role of Mass Media in Rural Information System in Nigeria","year":2012,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Education, Sociology, Communication Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harmony (color); Poverty; Government (linguistics); Rural area; Mass media; Political science; Economic growth; Sociology; Law; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0112376,0.00007182395,0.0002722332,0.0001931249,0.0005870553,0.000003369277,0.0007049863,0.00009042244,0.000001850651],"category_scores_gemma":[0.004988411,0.00005592262,0.0000258176,0.0007799845,0.05638449,0.0005385187,0.0002149587,0.0001727968,0.00000443649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004350224,"about_ca_system_score_gemma":0.0002347963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004443768,"about_ca_topic_score_gemma":0.001948396,"domain_scores_codex":[0.9979607,0.0007300324,0.0005454645,0.00008384748,0.0002557722,0.0004241791],"domain_scores_gemma":[0.9966563,0.002495755,0.0003179797,0.0002132817,0.0002897565,0.00002691895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000229289,0.000009576261,0.3909296,0.000006246176,0.000004032799,9.426154e-9,0.5573862,0.00000314219,0.00004345829,0.0512915,0.00001813898,0.0003057754],"study_design_scores_gemma":[0.0000928751,0.000006875056,0.2059182,0.00002946166,0.000001249009,9.754936e-8,0.789547,0.000004407421,0.00003175821,0.003890999,0.0004372679,0.00003976336],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981311,0.008648858,0.000001630456,0.001248782,0.00107058,0.0001959212,0.000001647634,0.000009884704,0.007511665],"genre_scores_gemma":[0.9963883,0.003179903,0.0002679672,0.00002500531,0.00005521447,0.00007525445,5.253029e-7,0.000001515558,0.000006378671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2321608,"threshold_uncertainty_score":0.9461835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07670300107614925,"score_gpt":0.4300568131473338,"score_spread":0.3533538120711845,"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."}}