{"id":"W2763604897","doi":"","title":"\"Guard your revolution\": Comments on the \"Arab Spring\" Essays","year":2011,"lang":"en","type":"article","venue":"Arab world geographer","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Spring (device); Guard (computer science); Political science; Ancient history; History; Engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007380125,0.0001560404,0.0001441074,0.0001074528,0.0008568394,0.00007226769,0.0005649872,0.00007596471,0.001110624],"category_scores_gemma":[0.00006976547,0.000119986,0.0001778418,0.0007827083,0.0003782276,0.0001466964,0.00007562998,0.0002807938,0.0005226929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005033143,"about_ca_system_score_gemma":0.00003420647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01325784,"about_ca_topic_score_gemma":0.03176275,"domain_scores_codex":[0.9983311,0.0002460207,0.0001966934,0.0002632616,0.0004474559,0.0005155181],"domain_scores_gemma":[0.9991995,0.00008700118,0.00009504672,0.0004079197,0.00007961732,0.00013088],"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":[0.0000316699,0.0002338299,0.289783,0.00000389391,0.00006748129,0.000008885968,0.008116523,0.000004753237,0.000002433072,0.665453,0.03486646,0.00142813],"study_design_scores_gemma":[0.000452429,0.00007757825,0.2629068,0.00008114185,0.00006043021,5.868146e-7,0.006676846,0.00006437713,0.00001093018,0.0733695,0.6558335,0.0004658201],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2933795,0.000313906,0.00003748912,0.006549192,0.0006521085,0.0003742848,0.00001000847,0.0001497732,0.6985338],"genre_scores_gemma":[0.9908938,0.0002101465,0.000179596,0.003469958,0.0001390514,0.00002231934,0.00000274823,0.00001282347,0.005069502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6975144,"threshold_uncertainty_score":0.9998025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03781799256217769,"score_gpt":0.2782959510820726,"score_spread":0.2404779585198949,"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."}}