{"id":"W4386958916","doi":"10.14325/mississippi/9781496842589.003.0008","title":"Plus Ça Change?","year":2023,"lang":"en","type":"book-chapter","venue":"University Press of Mississippi eBooks","topic":"North African History and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Tragedy (event); Quarter (Canadian coin); Representation (politics); Context (archaeology); History; Media studies; Political science; Sociology; Social science; Law; Politics; Archaeology","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":[0.000742665,0.0005276004,0.0002889487,0.0007113714,0.01203636,0.008475332,0.0007333377,0.002318,0.03578587],"category_scores_gemma":[0.001687978,0.0002264983,0.0002561468,0.0008374382,0.009201321,0.008753262,0.004394873,0.00507119,0.005886321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01063949,"about_ca_system_score_gemma":0.007510201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05035998,"about_ca_topic_score_gemma":0.1044783,"domain_scores_codex":[0.9990239,0.0002600891,0.00001844631,0.0001963516,0.0001837798,0.0003173746],"domain_scores_gemma":[0.999592,0.00006547979,0.00003028022,0.0000598669,0.00009375317,0.0001585768],"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":[0.00002300577,0.00003335068,0.0004076292,0.0001087309,0.0000039885,0.0002555073,0.02383444,0.00005056071,0.0001659684,0.8082579,0.135223,0.03163591],"study_design_scores_gemma":[0.000002530709,0.000004804426,0.000253417,0.00009097947,0.000001661476,0.00006341579,0.007555137,0.00001664926,0.0000656218,0.01121864,0.9807234,0.000003717699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007266257,0.00706823,0.0004135205,0.03972332,0.002654182,0.00002982773,0.00006641621,0.00005478013,0.9427234],"genre_scores_gemma":[0.1875816,0.004498131,0.0005963988,0.01352417,0.0008158601,0.0000656643,0.00008352751,0.0001159881,0.7927187],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05035998,"threshold_uncertainty_score":0.1197156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07644690341665257,"score_gpt":0.1838898087378807,"score_spread":0.1074429053212281,"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."}}