{"id":"W1808775804","doi":"","title":"Nouveaux regards sur les métiers de la sécurité. Introduction au numéro thématique","year":2013,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Centre for Comparative Criminology","funders":"","keywords":"Humanities; Political science; Philosophy","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02670114,0.0005994652,0.000709034,0.0002208303,0.00206109,0.001126143,0.002165442,0.001437508,0.002388161],"category_scores_gemma":[0.008030075,0.0006850592,0.0004122182,0.00107331,0.002134842,0.0006816948,0.0009740164,0.002006122,0.0002744921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133823,"about_ca_system_score_gemma":0.003782949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2041383,"about_ca_topic_score_gemma":0.0486071,"domain_scores_codex":[0.9605955,0.03490992,0.0009997943,0.001220416,0.001013237,0.001261098],"domain_scores_gemma":[0.9890367,0.00321848,0.0009917892,0.00203139,0.003812756,0.0009089049],"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":[0.000009894334,0.0006811537,0.003151059,0.0002930494,0.0000832114,0.000003237813,0.05668993,0.00006588213,0.0001179182,0.8648927,0.03414585,0.03986616],"study_design_scores_gemma":[0.0004296854,0.000001179687,0.006597125,0.001164583,0.00005558909,0.00002102118,0.002708918,0.003050244,0.001065723,0.03637462,0.9478648,0.0006665075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3143073,0.003143158,0.02401667,0.2589845,0.002838914,0.001309256,0.0001477657,0.0004940431,0.3947584],"genre_scores_gemma":[0.8853207,0.01515883,0.02621613,0.0006732517,0.001657704,0.0002674797,0.0006857388,0.0001167107,0.06990344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9137189,"threshold_uncertainty_score":0.9999108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416044841126685,"score_gpt":0.2591006395739346,"score_spread":0.2449401911626678,"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."}}