{"id":"W2106943852","doi":"","title":"A Battlefield Transformed: From Guerilla Resistance to Mass Nonviolent Struggle in the Western Sahara","year":2006,"lang":"en","type":"article","venue":"Journal of military and strategic studies","topic":"African Studies and Geopolitics","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Battlefield; Resistance (ecology); Political science; Mass culture; Development economics; Political economy; Ancient history; History; Sociology; Anthropology; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0007497349,0.0001082314,0.0003000377,0.00004959394,0.0004418181,0.00001764531,0.000174196,0.00004574115,0.00001136361],"category_scores_gemma":[0.000060556,0.00007073041,0.00007151475,0.0001448191,0.0002947671,0.00009359955,0.00001504042,0.0001626663,0.000001216787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005929513,"about_ca_system_score_gemma":0.0000902414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00392722,"about_ca_topic_score_gemma":0.0702439,"domain_scores_codex":[0.9986817,0.0001899216,0.0003779579,0.0001143482,0.0003504031,0.000285619],"domain_scores_gemma":[0.9991548,0.0005343006,0.00006898041,0.00007770965,0.0001013882,0.000062822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000939746,0.000461678,0.1106732,0.0001909033,0.0007705996,0.0007785962,0.6842372,0.0001905937,0.00006653283,0.1524997,0.04670439,0.002486827],"study_design_scores_gemma":[0.0004970776,0.000238255,0.04233094,0.000181899,0.0000592034,0.00000259901,0.7660306,7.421509e-7,0.000005459432,0.1366634,0.05382092,0.0001690017],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8859137,0.06240453,0.00002259111,0.01654346,0.0002620171,0.0001549737,0.00002942729,0.000004453792,0.03466486],"genre_scores_gemma":[0.9858254,0.01238524,0.0002571164,0.0003841205,0.0005965376,0.000004320201,4.380339e-7,0.000003164774,0.0005437306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09991165,"threshold_uncertainty_score":0.9467217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03607243184537028,"score_gpt":0.3058939684558183,"score_spread":0.269821536610448,"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."}}