{"id":"W2011915667","doi":"10.1080/17405904.2011.637685","title":"European parliaments under scrutiny: discourse strategies and interaction practices","year":2011,"lang":"en","type":"article","venue":"Critical Discourse Studies","topic":"European Union Policy and Governance","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Scrutiny; Political science; Critical discourse analysis; Discourse analysis; Sociology; Linguistics; Law; Ideology; Politics; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006301451,0.0001630078,0.0001822113,0.00003999157,0.0007633053,0.0002364495,0.0001815779,0.00003015917,0.0001117383],"category_scores_gemma":[0.002644667,0.0001344589,0.00004782899,0.0001037711,0.002740155,0.001722942,0.0001479201,0.0001965924,0.0001132461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003690118,"about_ca_system_score_gemma":0.00006430982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007615168,"about_ca_topic_score_gemma":0.0008544951,"domain_scores_codex":[0.9982138,0.0005834026,0.0002201309,0.0003110495,0.0002787533,0.0003928227],"domain_scores_gemma":[0.9989221,0.0004697781,0.0001659052,0.0001604321,0.0001233554,0.0001584269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002794137,0.0001544193,0.000799495,0.00002807,0.00007224116,0.00003475791,0.03178273,5.93112e-7,0.00003331874,0.9632942,0.00112667,0.002645567],"study_design_scores_gemma":[0.000280139,0.0001254625,0.07144125,0.0002302463,0.0001468094,0.000004059886,0.8792096,0.000003821777,0.00005491196,0.03085815,0.01728653,0.0003590003],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2404421,0.003117718,0.0002934657,0.008454124,0.0008538655,0.0001674876,0.00001667902,0.0001269205,0.7465277],"genre_scores_gemma":[0.9947268,0.002230725,0.0001983023,0.0006167659,0.0004024044,0.000007106194,9.35772e-7,0.00001845158,0.001798471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.932436,"threshold_uncertainty_score":0.9999738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2415652680950774,"score_gpt":0.4878597289372961,"score_spread":0.2462944608422187,"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."}}