{"id":"W4399308166","doi":"10.3917/herm.angel.2024.01.0249","title":"La communauté aujourd'hui","year":2024,"lang":"fr","type":"book-chapter","venue":"Hermann eBooks","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Political science","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006766323,0.0007385983,0.0006202598,0.0001555439,0.000758436,0.0003723094,0.0007562571,0.001208773,0.002730021],"category_scores_gemma":[0.00005150525,0.0007084072,0.0005376709,0.00003109903,0.003612513,0.0001469734,0.0002953142,0.001431553,0.008739825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001544594,"about_ca_system_score_gemma":0.0007868563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004578671,"about_ca_topic_score_gemma":0.008196226,"domain_scores_codex":[0.9965144,0.0003570167,0.0007856033,0.0006626068,0.0008376198,0.0008427013],"domain_scores_gemma":[0.9978175,0.000455271,0.0003031351,0.0007097927,0.0002775078,0.0004367794],"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":[0.000004814024,0.00002034629,0.00004450079,0.0001527386,0.000229644,0.0001181732,0.08310859,0.000004995804,0.00003497645,0.9011329,0.009905105,0.00524317],"study_design_scores_gemma":[0.0002090747,0.00003294907,0.0003340774,0.0007031457,0.0003010848,0.0000462041,0.005565111,0.00008783407,0.00004599347,0.01356213,0.9783074,0.0008050001],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01184071,0.001437842,0.000006851603,0.003971711,0.002903376,0.0006205395,0.0001717281,0.0003315935,0.9787157],"genre_scores_gemma":[0.1341601,0.0001933042,0.00009695662,0.0036034,0.001783867,0.00002505461,0.00008469044,0.0001450087,0.8599076],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9684023,"threshold_uncertainty_score":0.9995367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.141802999529883,"score_gpt":0.3797383690576608,"score_spread":0.2379353695277778,"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."}}