{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01602267,0.001878748,0.001816803,0.002810535,0.02759692,0.01735375,0.005547589,0.0696002,0.007984916],"category_scores_gemma":[0.054462,0.001164056,0.001759895,0.004153068,0.01632627,0.01353312,0.01059847,0.06026547,0.003257739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01048481,"about_ca_system_score_gemma":0.01055365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03914889,"about_ca_topic_score_gemma":0.05436913,"domain_scores_codex":[0.9874227,0.005038194,0.0007269803,0.001410857,0.002850027,0.002551346],"domain_scores_gemma":[0.9594173,0.02991431,0.00230144,0.000874374,0.005245439,0.002247063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001856666,0.000009185392,0.00009487126,0.00005892776,0.000008659221,0.0001428643,0.004649874,0.00003027038,0.00006450178,0.01296025,0.9809158,0.001046241],"study_design_scores_gemma":[0.00002396916,0.00001261123,0.0006678296,0.0004931222,0.00001993418,0.00008810006,0.01314111,0.00008828973,0.0002313929,0.005317711,0.9798522,0.0000637259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007259119,0.003097623,0.0001040445,0.9480349,0.04249375,0.00001290304,0.00004995787,0.0000163356,0.005464582],"genre_scores_gemma":[0.009146255,0.002082905,0.0001293878,0.9339985,0.04126209,0.00005568304,0.00003281376,0.0001092051,0.01318316],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0696002,"threshold_uncertainty_score":0.084737,"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."}}