{"id":"W2069780814","doi":"10.3917/mediu.029.0203","title":"L'hypersphère publique","year":2011,"lang":"fr","type":"article","venue":"Médium","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Society of Canada","funders":"","keywords":"Political science; Humanities; Art","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003890064,0.0001584485,0.0002159232,0.00003450334,0.0005795335,0.00004636606,0.0002976331,0.0002409323,0.007782097],"category_scores_gemma":[0.0001222788,0.0001666945,0.0001463443,0.0004302475,0.001154038,0.0002823881,0.00008346333,0.0002084112,0.001237522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002684896,"about_ca_system_score_gemma":0.0002024392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05856886,"about_ca_topic_score_gemma":0.008247204,"domain_scores_codex":[0.9986061,0.0001307761,0.0001781191,0.0002428509,0.0002746355,0.0005675573],"domain_scores_gemma":[0.9994054,0.00004696538,0.00007067785,0.0001514833,0.0001271932,0.0001983089],"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":[0.000003503381,0.0001238387,0.001139809,0.00001281281,0.00004781495,0.00001578546,0.06803551,5.080449e-8,0.000002384969,0.6879022,0.2315535,0.01116277],"study_design_scores_gemma":[0.0001245833,0.00005770379,0.005759768,0.00002046411,0.00003328139,7.66889e-7,0.006932301,0.000003051532,0.00003470568,0.02273569,0.9640877,0.0002100128],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004817168,0.05461986,0.00004287685,0.009550294,0.008033767,0.000146152,0.0000114534,0.0000970637,0.9226814],"genre_scores_gemma":[0.3498512,0.00354176,0.0006148994,0.00192464,0.002390114,0.00002096656,0.000001961169,0.00002296686,0.6416315],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7325342,"threshold_uncertainty_score":0.9995402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107843606042246,"score_gpt":0.2529547066279857,"score_spread":0.1451111005857397,"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."}}