{"id":"W4396694719","doi":"10.1080/17531055.2024.2348913","title":"Social, cultural and political responses to Somaliland’s <i>tahriib</i> movement","year":2024,"lang":"en","type":"article","venue":"Journal of Eastern African Studies","topic":"Hispanic-African Historical Relations","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Politics; Movement (music); Social movement; Political economy; Political science; Sociology; Aesthetics; 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":[],"consensus_categories":[],"category_scores_codex":[0.000241274,0.0001577918,0.0003552584,0.0002194609,0.0003457803,0.000217248,0.0001152174,0.00002451312,0.00008523745],"category_scores_gemma":[0.0002490472,0.0001070192,0.0001364682,0.0000899981,0.0003123261,0.0002286017,0.00009828011,0.0002015797,0.0000564796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002394861,"about_ca_system_score_gemma":0.00006379914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001719161,"about_ca_topic_score_gemma":0.00005976878,"domain_scores_codex":[0.9986683,0.00007789111,0.000449329,0.0001496019,0.0003647187,0.0002901379],"domain_scores_gemma":[0.9989988,0.0003236865,0.000105439,0.00006675971,0.0003182197,0.00018715],"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":[0.00008267595,0.00004952198,0.0004741114,0.00004875661,0.0003817985,0.00008384884,0.06702176,6.975107e-7,0.00008872562,0.8375296,0.09349794,0.0007405371],"study_design_scores_gemma":[0.0002112096,0.0004740213,0.0004964692,0.0001544631,0.0001798102,0.00002937676,0.06628215,0.00001106957,0.00001225405,0.002520662,0.9294395,0.0001889566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8631411,0.0327926,0.000139445,0.04457432,0.002459635,0.0003039534,0.0001182729,0.0001189903,0.05635171],"genre_scores_gemma":[0.9870155,0.0001237573,0.00007893841,0.0005987909,0.001365843,0.000007165111,3.050297e-7,0.00001743889,0.01079226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8359416,"threshold_uncertainty_score":0.4364115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1198696104074895,"score_gpt":0.3489044903172469,"score_spread":0.2290348799097574,"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."}}