{"id":"W7162099395","doi":"10.59236/emro.v26i3a8178","title":"AÏT ATTA","year":2024,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"Political Developments and Conflicts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Tribe; Narrative; Modernization theory; Face (sociological concept); Livestock; Modernity; Human culture; Sustainability","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001268613,0.0003015314,0.0004836228,0.0001421129,0.0002988215,0.000269181,0.0005370195,0.000165585,0.0247335],"category_scores_gemma":[0.00323969,0.0002505382,0.000252735,0.001004732,0.0004254093,0.0003053237,0.00008480345,0.0004171824,0.01003156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003375092,"about_ca_system_score_gemma":0.00421462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001787891,"about_ca_topic_score_gemma":0.0002425907,"domain_scores_codex":[0.9967328,0.0003397671,0.0009268757,0.0005899146,0.0007408433,0.000669767],"domain_scores_gemma":[0.9974746,0.001257826,0.0001047261,0.0002839037,0.0001646341,0.0007142879],"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":[0.000001848998,0.0004173681,0.0001232847,0.000399464,0.00005490304,0.000004528667,0.009049363,7.650941e-8,0.000007327234,0.5531799,0.1617061,0.2750558],"study_design_scores_gemma":[0.00005624459,0.000012086,0.007153982,0.001426532,0.00007798213,0.000003610431,0.0003350895,0.00004527775,0.000001624515,0.02436398,0.9662305,0.0002931256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003856136,0.5007315,0.00004525634,0.3900509,0.03155379,0.00106616,0.0004235097,0.00008426876,0.07218844],"genre_scores_gemma":[0.1188785,0.5841106,0.007382001,0.01828222,0.05312242,0.0004318647,0.001715633,0.0001121785,0.2159645],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8045244,"threshold_uncertainty_score":0.9999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029883296044324,"score_gpt":0.4335717841644188,"score_spread":0.3305834545599863,"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."}}