{"id":"W2146432071","doi":"10.3917/lhs.187.0039","title":"Les émeutes au Maghreb : Le web et la révolte sans qualités","year":2013,"lang":"fr","type":"article","venue":"L Homme et la société","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Humanities; Political science; 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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000908767,0.0004163412,0.0005505616,0.0001135743,0.0007394392,0.001324451,0.0003529933,0.0002869577,0.01317719],"category_scores_gemma":[0.0002002901,0.00038701,0.0005177232,0.00007141005,0.0007571122,0.000370266,0.0001832196,0.0005459901,0.0008158369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006828496,"about_ca_system_score_gemma":0.0004136455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0724972,"about_ca_topic_score_gemma":0.01061994,"domain_scores_codex":[0.9973375,0.0007621077,0.0005225528,0.0004221716,0.000345731,0.0006099837],"domain_scores_gemma":[0.9978749,0.0009405671,0.000231229,0.0004551034,0.0002850189,0.0002131884],"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":[0.000005387809,0.0004101016,0.0006145042,0.0001286529,0.0003795193,0.00002371535,0.0236996,0.0000160433,0.00002840559,0.9262867,0.03670917,0.01169821],"study_design_scores_gemma":[0.0006555633,0.00005316437,0.001091151,0.0001529076,0.0003541442,0.000004512331,0.02970669,0.0006772408,0.00002247898,0.05793244,0.9088217,0.0005280159],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06054233,0.005545007,0.0000729405,0.02724317,0.00111517,0.000188204,0.0003682873,0.0001052576,0.9048197],"genre_scores_gemma":[0.7903265,0.00124231,0.0001660499,0.002630281,0.002781453,0.00004233322,0.00009423918,0.00007154069,0.2026453],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8721125,"threshold_uncertainty_score":0.9999622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05248822883448544,"score_gpt":0.3588544462805632,"score_spread":0.3063662174460778,"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."}}