{"id":"W4231342362","doi":"10.7202/lsp","title":"Lien social et Politiques","year":2012,"lang":"fr","type":"paratext","venue":"Lien social et Politiques","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lien; Political science; Sociology; Law","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.002634919,0.001796713,0.002769622,0.0003340579,0.005431088,0.0009839626,0.001656021,0.00362066,0.006807487],"category_scores_gemma":[0.0006283629,0.002015315,0.001800423,0.001104483,0.006146251,0.001609614,0.0009042502,0.002774686,0.006043763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003781218,"about_ca_system_score_gemma":0.002318443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2494317,"about_ca_topic_score_gemma":0.01910274,"domain_scores_codex":[0.9850669,0.005250078,0.001677999,0.001458293,0.002118661,0.004428102],"domain_scores_gemma":[0.9949868,0.000973401,0.001387986,0.0004198437,0.001227632,0.001004373],"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":[0.0000171621,0.0002710006,0.0001454932,0.0001313796,0.000306051,0.000007061473,0.2358428,1.700547e-7,0.000004937478,0.4861433,0.2758732,0.001257465],"study_design_scores_gemma":[0.0004850798,0.0001595175,0.003992181,0.000178617,0.0003227731,0.000002722207,0.08525603,0.000001475504,0.00003423244,0.08516841,0.8225354,0.001863559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008078314,0.02301192,0.00006722786,0.03100056,0.008767633,0.00114142,0.002176137,0.000623429,0.9251333],"genre_scores_gemma":[0.60153,0.02426742,0.0003883554,0.01231835,0.05287725,0.0004056676,0.0008019252,0.0003412245,0.3070698],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6180636,"threshold_uncertainty_score":0.999526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08535377433715183,"score_gpt":0.3740259415266899,"score_spread":0.2886721671895381,"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."}}