{"id":"W4403588528","doi":"10.1007/978-3-031-67035-0_17","title":"Reimaging a Decolonial and Post-Sectarian Lebanon: A Reflection on the October 17 Uprising","year":2024,"lang":"en","type":"book-chapter","venue":"Community psychology","topic":"Middle East Politics and Society","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Reflection (computer programming); Ancient history; Political science; History; Geography; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.004940948,0.0008849566,0.0005788556,0.0008171156,0.04640103,0.01419291,0.001835642,0.01629616,0.01433812],"category_scores_gemma":[0.004436452,0.0005130994,0.0006368922,0.001085608,0.01861444,0.007279113,0.01219073,0.02927473,0.001425411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01866973,"about_ca_system_score_gemma":0.0168539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09991375,"about_ca_topic_score_gemma":0.2344448,"domain_scores_codex":[0.9961346,0.001294977,0.00005344957,0.0001554422,0.0003217408,0.002039843],"domain_scores_gemma":[0.9982371,0.000532933,0.000125456,0.00004517382,0.0002069308,0.0008523423],"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":[0.0001202274,0.0001458807,0.001742514,0.0001441452,0.00002292942,0.003742005,0.3590598,0.00008542337,0.0007937758,0.2128789,0.40444,0.01682433],"study_design_scores_gemma":[0.00002165346,0.00002923814,0.002442255,0.0002665602,0.000006905782,0.0002266947,0.217344,0.00002960029,0.0002000721,0.006381641,0.7730221,0.00002933115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.07828877,0.02268393,0.0003726402,0.73886,0.03106778,0.00004272883,0.00007530252,0.0000474373,0.1285613],"genre_scores_gemma":[0.4547733,0.007172349,0.0003567917,0.2945272,0.00825068,0.00008268568,0.00005178296,0.000225904,0.2345593],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09991375,"threshold_uncertainty_score":0.1986644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1063040248141051,"score_gpt":0.3921915445163862,"score_spread":0.2858875197022811,"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."}}