{"id":"W2070487848","doi":"10.4000/quaderni.369","title":"Un dispositif sociotechnique à la loupe :le développement de la vidéosurveillance dans trois villes françaises","year":2011,"lang":"fr","type":"article","venue":"Quaderni","topic":"Historical and Scientific Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001141805,0.0003223662,0.0005003334,0.00008098414,0.0005151313,0.00003136942,0.0002738087,0.0003594106,0.001051004],"category_scores_gemma":[0.0002538371,0.0002873848,0.0002256256,0.0002686986,0.001260634,0.00006335871,0.0001202159,0.0004633289,0.0003919285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003794281,"about_ca_system_score_gemma":0.0002108662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002266434,"about_ca_topic_score_gemma":0.0001795342,"domain_scores_codex":[0.9975095,0.000482159,0.000429585,0.0005087979,0.0003856778,0.0006842171],"domain_scores_gemma":[0.9986385,0.0004541001,0.0001204455,0.0003918111,0.00008978468,0.0003053918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004338872,0.004995432,0.285575,0.001315284,0.001204514,0.001968354,0.2661586,0.000007283523,0.04794825,0.03819295,0.1671603,0.1850401],"study_design_scores_gemma":[0.001349151,0.0004050121,0.3434978,0.0005365384,0.0002341551,0.0001430412,0.00541165,0.0001725073,0.02148597,0.002656828,0.6234205,0.0006867842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4457759,0.07677039,0.1161134,0.0261033,0.004901844,0.00118537,0.0002645669,0.0007005766,0.3281847],"genre_scores_gemma":[0.9705857,0.002612788,0.006559022,0.0004348946,0.0004553874,0.00007883662,0.00001096837,0.00004950502,0.01921287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5248098,"threshold_uncertainty_score":0.9999579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03151627123629887,"score_gpt":0.2662953463607804,"score_spread":0.2347790751244816,"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."}}