{"id":"W2979522280","doi":"10.1007/978-3-030-24758-4_1","title":"Arab Spring: Modernity, Identity, and Change","year":2019,"lang":"en","type":"book-chapter","venue":"Critical political theory and radical practice","topic":"International Relations and Foreign Policy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Modernity; Spring (device); Identity (music); Identity change; Gender studies; History; Sociology; Geography; Political science; Aesthetics; Anthropology; Art; Engineering; Law","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":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002115082,0.0002614092,0.0003563039,0.0001344464,0.0006034672,0.0003173378,0.0002372969,0.0007026481,0.001153274],"category_scores_gemma":[0.01329712,0.0002492587,0.0001229314,0.00003035879,0.004048444,0.001190321,0.0002723685,0.001102784,0.0004812733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001368594,"about_ca_system_score_gemma":0.0002022971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003859212,"about_ca_topic_score_gemma":0.00001559155,"domain_scores_codex":[0.997398,0.0004458973,0.0003425543,0.0004585487,0.0007234688,0.0006314823],"domain_scores_gemma":[0.9888765,0.009782325,0.00007186891,0.0002059243,0.0002309835,0.0008324647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007004817,0.00005360224,0.000006395458,0.00006164999,0.00005319467,0.00005266483,0.0003279134,2.21653e-8,4.253531e-7,0.9981822,0.0001225388,0.001069393],"study_design_scores_gemma":[0.0001209341,0.00004855542,0.00005069534,0.00008720221,0.0001652193,0.00004039631,0.0001743657,0.0000217162,3.215589e-7,0.6948273,0.3042489,0.000214352],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00004428791,0.001553054,0.001423106,0.01707538,0.0002522541,0.0002812743,0.00005490222,0.00005518894,0.9792606],"genre_scores_gemma":[0.7340901,0.001461704,0.0004381622,0.01378781,0.003335356,0.00001469985,0.00001080077,0.00007085031,0.2467905],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7340459,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08490657677249927,"score_gpt":0.4135085248984045,"score_spread":0.3286019481259052,"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."}}