{"id":"W4402939893","doi":"10.47772/ijriss.2024.809031","title":"Conflict Dynamics and Obstacles to Peace in the Lake Chad Basin: Analysis and Perspectives for a Positive Dynamic of Peace.","year":2024,"lang":"en","type":"article","venue":"International Journal of Research and Innovation in Social Science","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dynamics (music); Structural basin; Political science; Sociology; Geology; Geomorphology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00201873,0.0004131743,0.0003563676,0.001779375,0.01136929,0.0101305,0.001114641,0.00216227,0.003428602],"category_scores_gemma":[0.003219252,0.0002670871,0.0002372654,0.003845622,0.01879485,0.009579555,0.005257814,0.002543214,0.0001248856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007783629,"about_ca_system_score_gemma":0.007550685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02229591,"about_ca_topic_score_gemma":0.04386486,"domain_scores_codex":[0.9986355,0.0008484952,0.00001949467,0.00005137505,0.0001349312,0.0003102454],"domain_scores_gemma":[0.9981056,0.001257403,0.0002189247,0.00002771966,0.0001251857,0.0002650606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004251205,0.00005724813,0.008174891,0.0003165879,0.00002757514,0.001561465,0.1847505,0.0009945474,0.0003210859,0.7812918,0.004959448,0.01750224],"study_design_scores_gemma":[0.0000193198,0.00006390281,0.02679523,0.0004728295,0.00003051226,0.0006878172,0.5250762,0.003809908,0.0003314468,0.3119643,0.1306936,0.00005506445],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5522358,0.04136004,0.01008597,0.1459869,0.000510762,0.0001618938,0.0001790579,0.00004717809,0.2494325],"genre_scores_gemma":[0.9887239,0.006976066,0.001096442,0.000643577,0.00008565017,0.00006781285,0.00003151579,0.00001031304,0.002364752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02229591,"threshold_uncertainty_score":0.05647451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05791557842945701,"score_gpt":0.4636826234781655,"score_spread":0.4057670450487085,"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."}}