{"id":"W2155235539","doi":"10.1659/mrd-journal-d-10-00092.1","title":"Narratives of Accessibility and Social Change in Shimshal, Northern Pakistan","year":2011,"lang":"en","type":"article","venue":"Mountain Research and Development","topic":"South Asian Studies and Conflicts","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Narrative; Sociocultural evolution; Structuring; Sociology; Everyday life; Geography; Political science; Anthropology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001457155,0.0003493363,0.0002626104,0.001027157,0.01178286,0.003508833,0.000473281,0.0008741998,0.002860096],"category_scores_gemma":[0.003025941,0.0002973758,0.0001035338,0.001516084,0.009917631,0.002780811,0.004122625,0.001402663,0.0001757925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00407303,"about_ca_system_score_gemma":0.002384052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01708829,"about_ca_topic_score_gemma":0.03918362,"domain_scores_codex":[0.9988155,0.0006879559,0.00003539553,0.00007987589,0.0001213813,0.0002599256],"domain_scores_gemma":[0.9977324,0.001466199,0.000396727,0.00008677074,0.000109331,0.0002085456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001585416,0.000008883764,0.002651392,0.00002995676,0.000001668992,0.0009674846,0.9915678,0.00002868144,0.0002707598,0.002025045,0.0002797468,0.002152769],"study_design_scores_gemma":[0.000001402275,0.00001125139,0.002801891,0.00002973027,0.000001805,0.0001906721,0.9889048,0.00002621476,0.0001353051,0.000239707,0.00765239,0.000004826037],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882438,0.0002990916,0.0002396302,0.0009352689,0.00001598058,0.00001537357,0.00004878463,0.000005135952,0.01019683],"genre_scores_gemma":[0.9985465,0.0002027019,0.00006465473,0.00004861354,0.000004625949,0.000007960995,0.0000147354,0.000002329928,0.001107737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01708829,"threshold_uncertainty_score":0.03397769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.311360219331303,"score_gpt":0.4544671028938093,"score_spread":0.1431068835625063,"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."}}