{"id":"W7127962017","doi":"10.3917/res.196.0235d","title":"Sophie BOULAY, Usurpation de l’identité citoyenne dans l’espace public : astroturfing, communication et démocratie , Québec, Presses de l’Université du Québec, 2015, 214 p. Par Brieuc LITS","year":2016,"lang":"fr","type":"article","venue":"Réseaux","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Government (linguistics); Agency (philosophy); Work (physics); Perspective (graphical)","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001568622,0.0002866187,0.0003096097,0.00007121701,0.001547479,0.0004114938,0.001328752,0.0002826499,0.001728427],"category_scores_gemma":[0.001434554,0.0002682263,0.0001896483,0.000785338,0.001331676,0.002529232,0.00030417,0.0002728333,0.0002262499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00198423,"about_ca_system_score_gemma":0.004914507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8799911,"about_ca_topic_score_gemma":0.9609599,"domain_scores_codex":[0.9963742,0.00101202,0.0003682843,0.0004894311,0.0007881973,0.000967811],"domain_scores_gemma":[0.9973712,0.0006454743,0.000572745,0.0005642135,0.0003709132,0.0004754623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003634403,0.0002629187,0.4131215,0.00003378699,0.00007587012,0.00001484785,0.0442823,0.00005699306,0.001061898,0.05127939,0.4671421,0.02263208],"study_design_scores_gemma":[0.0004678956,0.00008197655,0.3596043,0.0002117108,0.00006642556,0.000006265344,0.004789334,0.0001951281,0.0002766856,0.003689189,0.6302385,0.000372552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4518886,0.01592956,0.004490543,0.5198841,0.0006886176,0.000340513,0.00007136261,0.0001259346,0.006580714],"genre_scores_gemma":[0.9502016,0.03178184,0.0005368615,0.0006839723,0.0006284835,0.00004148189,0.00001073302,0.00003065795,0.01608442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5192001,"threshold_uncertainty_score":0.999977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522111533075566,"score_gpt":0.2619839591498113,"score_spread":0.2467628438190557,"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."}}