{"id":"W2077675675","doi":"10.1111/j.0268-540x.2005.00324.x","title":"Muslim village intellectuals: The life of the mind in northern Pakistan","year":2005,"lang":"en","type":"article","venue":"Anthropology Today","topic":"Politics and Conflicts in Afghanistan, Pakistan, and Middle East","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Frontier; Urdu; Colonialism; Sociology; Gender studies; Period (music); History; Ancient history; Law; Political science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008517696,0.0001273134,0.0002055599,0.00004944316,0.0006884668,0.0000286858,0.0006159027,0.0001487228,0.001264805],"category_scores_gemma":[0.0003775761,0.0000780819,0.0001086047,0.0002941857,0.003674361,0.0000505269,0.00008690506,0.0002153394,0.00005165121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009090882,"about_ca_system_score_gemma":0.0004003279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006041255,"about_ca_topic_score_gemma":0.2579524,"domain_scores_codex":[0.9982819,0.0004436302,0.0003580108,0.0002032532,0.0002402352,0.0004729753],"domain_scores_gemma":[0.999014,0.0003202627,0.0001382943,0.0003599422,0.00008123129,0.00008630317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003866066,0.0002745992,0.0154711,0.00001122407,0.00007113068,0.000007166491,0.07888564,0.00001948134,0.0002254012,0.887457,0.0002978902,0.01724077],"study_design_scores_gemma":[0.0002053339,0.00004099123,0.001893579,0.00001809571,0.00001668016,0.000001909462,0.04129758,0.00002173616,0.0004303586,0.001196368,0.9547582,0.0001191405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2905624,0.001833218,0.0001744075,0.007777946,0.001413631,0.0004416601,0.00003608349,0.00002795877,0.6977327],"genre_scores_gemma":[0.9685104,0.0003308403,0.00001922068,0.00118931,0.0003160397,0.000007169541,9.999177e-7,0.00001075656,0.02961522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9544603,"threshold_uncertainty_score":0.9996482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02485235337503554,"score_gpt":0.333171912062291,"score_spread":0.3083195586872554,"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."}}