{"id":"W2032417755","doi":"10.15408/tjems.v1i2.1264","title":"RELIGION, TECHNOLOGY AND SOCIAL CHANGE: REPRESENTATIONS OF MUSLIM WORLD IN ACADEMIC ANALYSES OF THE ROLE OF SOCIAL MEDIA IN THE ARAB SPRING","year":2014,"lang":"en","type":"article","venue":"TARBIYA Journal of Education in Muslim Society","topic":"Globalization and Cultural Identity","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Sociology; Orientalism; Framing (construction); Social media; Civic engagement; Muslim world; Globalization; Media studies; Gender studies; Social science; Political science; Politics; Law; History","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":[0.001748835,0.00006523381,0.0002216021,0.0002372805,0.0001471291,0.00001245232,0.0003726318,0.0001366983,0.00001716731],"category_scores_gemma":[0.0006474317,0.0000478974,0.0001245048,0.001942138,0.0004622723,0.0001964258,0.00004054998,0.0003500614,1.800596e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073823,"about_ca_system_score_gemma":0.0002990052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00229853,"about_ca_topic_score_gemma":0.01128101,"domain_scores_codex":[0.998342,0.0004423205,0.0006174064,0.00008895133,0.0003758205,0.0001335243],"domain_scores_gemma":[0.9985898,0.0002007027,0.0008106187,0.00007810882,0.0003018307,0.00001897071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000007719031,0.0001669896,0.3472864,0.00002912931,0.00001905636,6.886623e-8,0.591077,0.00002542024,0.002456515,0.05626357,0.0009931799,0.001674961],"study_design_scores_gemma":[0.0002618881,0.000006989383,0.5570315,0.00006861295,0.00002615115,6.498132e-7,0.426016,0.00002491053,0.0003203107,0.01528123,0.0009131175,0.00004865779],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991007,0.0003722325,0.000006701022,0.007448562,0.0001805092,0.0001388941,0.00000166437,0.000002321934,0.0008421439],"genre_scores_gemma":[0.9991069,0.0003522776,0.00009141497,0.0002192243,0.000199267,0.000006755818,0.000001059043,0.000003115582,0.00002000387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.209745,"threshold_uncertainty_score":0.6295068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04745049397723455,"score_gpt":0.3977112726642514,"score_spread":0.3502607786870169,"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."}}