{"id":"W2015689969","doi":"10.1093/pa/gsr028","title":"Transforming the Future Parliament Through the Effective Use of Digital Media","year":2011,"lang":"en","type":"article","venue":"Parliamentary Affairs","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parliament; Media studies; Political science; Library science; Digital media; Sociology; Law; Computer science; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008642499,0.0002208227,0.0002380784,0.002310817,0.006074887,0.01528397,0.0008359923,0.001336597,0.005437875],"category_scores_gemma":[0.014697,0.000297679,0.0003204904,0.0017277,0.01310163,0.006633332,0.006331396,0.001957917,0.001178873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002927591,"about_ca_system_score_gemma":0.003952697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002900769,"about_ca_topic_score_gemma":0.004701093,"domain_scores_codex":[0.9902278,0.007142321,0.0002770248,0.0004992041,0.001091518,0.0007620677],"domain_scores_gemma":[0.9896477,0.006519321,0.001346156,0.001054959,0.0005718762,0.0008599851],"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":[0.00007527983,0.0001795494,0.01157496,0.0003071359,0.00004548746,0.0004774336,0.2005693,0.001011145,0.003716936,0.5496483,0.01036056,0.2220339],"study_design_scores_gemma":[0.00004707343,0.0001299363,0.01098671,0.0005642744,0.00005401398,0.0003940457,0.1061124,0.001682124,0.004023924,0.1527661,0.723169,0.00007049926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2538464,0.00224026,0.0273948,0.02473299,0.0004062492,0.00009758121,0.00006899024,0.0003409002,0.6908718],"genre_scores_gemma":[0.9817719,0.0006071895,0.003634372,0.0007175686,0.0001409094,0.00004309955,0.00002603928,0.00004725486,0.01301162],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01528397,"threshold_uncertainty_score":0.04570645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03112928500646049,"score_gpt":0.2599042559535575,"score_spread":0.228774970947097,"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."}}