{"id":"W2906016346","doi":"10.22215/etd/2017-12006","title":"Tweeting Towards Utopia: Technological Utopianism and Academic Discourse on Political Movements in the Middle East and North Africa","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Social Media and Politics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Vision; Ideology; Politics; Conceptualization; Technological determinism; Utopia; Aesthetics; Sociology; Epistemology; Political science; Social science; Law; Art; Philosophy; Linguistics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003939428,0.0004177801,0.0002834882,0.003332422,0.009776376,0.009454148,0.0004742583,0.001400351,0.005584256],"category_scores_gemma":[0.008573642,0.000190122,0.0001201986,0.004487588,0.01461842,0.009510032,0.003751746,0.002694068,0.0003991136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004327993,"about_ca_system_score_gemma":0.002535836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008598784,"about_ca_topic_score_gemma":0.01110229,"domain_scores_codex":[0.9978153,0.001413292,0.00006299121,0.0001293428,0.0002774366,0.0003017065],"domain_scores_gemma":[0.9940066,0.004625283,0.0007545344,0.0001268452,0.0002501226,0.0002365305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002594624,0.00001444168,0.001811075,0.000120323,0.000003438503,0.0003007657,0.9058927,0.00003101646,0.0003266814,0.07976137,0.001371442,0.01034083],"study_design_scores_gemma":[0.000004876653,0.00001379723,0.005577799,0.0003954005,0.000004581157,0.0001293358,0.9190766,0.00006423204,0.0002272672,0.007331983,0.06716414,0.000009955243],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7422581,0.01012443,0.001133808,0.03410807,0.0005145745,0.00004089844,0.00008953758,0.0000181937,0.2117124],"genre_scores_gemma":[0.9889392,0.003966914,0.0001496725,0.0006515218,0.0001320624,0.00001870037,0.00001324364,0.00001800296,0.006110803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9902236,"threshold_uncertainty_score":0.03140199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1390378384504674,"score_gpt":0.374190195054164,"score_spread":0.2351523566036965,"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."}}