{"id":"W4394925233","doi":"10.1177/14651165241239637","title":"An open window into politics: A structured database of plenary sessions of the European Parliament","year":2024,"lang":"en","type":"article","venue":"European Union Politics","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Parliament; Political science; Politics; Plenary session; Public administration; Law; Library science; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005280653,0.0005409007,0.0009183647,0.01454707,0.0008803969,0.005516152,0.001024088,0.001145176,0.01688483],"category_scores_gemma":[0.03208547,0.0005979398,0.0004236313,0.01827228,0.0005510419,0.004266836,0.003443141,0.001075635,0.0170922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001446351,"about_ca_system_score_gemma":0.003356441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004362111,"about_ca_topic_score_gemma":0.005549838,"domain_scores_codex":[0.9923281,0.002335787,0.001946038,0.001149895,0.001857579,0.0003825829],"domain_scores_gemma":[0.9702111,0.01507903,0.004092957,0.00447704,0.004186491,0.00195345],"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":[0.001942479,0.0004938136,0.04173282,0.003961047,0.0001641229,0.0007449581,0.0167474,0.001904673,0.004663317,0.02188276,0.554941,0.3508216],"study_design_scores_gemma":[0.0001201358,0.00006906033,0.03839967,0.0007115174,0.00003746675,0.0001726219,0.003189543,0.001333638,0.002344042,0.003993731,0.9495227,0.0001058741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.03369066,0.001207801,0.008767664,0.0007503307,0.0002167467,0.0007334391,0.9271324,0.003601093,0.02389983],"genre_scores_gemma":[0.06488975,0.0009065464,0.02104823,0.0002321359,0.0001836776,0.002097683,0.9018664,0.001298092,0.007477432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01688483,"threshold_uncertainty_score":0.05648541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03509261409662701,"score_gpt":0.2869903888190038,"score_spread":0.2518977747223768,"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."}}