{"id":"W4394224914","doi":"10.6084/m9.figshare.10120685.v2","title":"The Twitter Parliamentarian Database","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Social Media and Politics","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Database; Computer science; Information retrieval; World Wide Web","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":[0.001270624,0.001588844,0.001273667,0.004707043,0.001636867,0.003318128,0.002594133,0.001691896,0.04551628],"category_scores_gemma":[0.007700077,0.0006872428,0.001068982,0.007992734,0.0004137955,0.004231049,0.003045228,0.001769871,0.1174639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001575934,"about_ca_system_score_gemma":0.00275691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01425566,"about_ca_topic_score_gemma":0.01970858,"domain_scores_codex":[0.9975771,0.0004466419,0.0004799332,0.0006137453,0.0005764611,0.0003061755],"domain_scores_gemma":[0.9969326,0.0004815132,0.0002761835,0.0009797608,0.000938612,0.0003912284],"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":[0.00007860708,0.0000240813,0.001042666,0.0003862897,0.00001977493,0.00003344276,0.00006177972,0.0002363171,0.0002914945,0.001227135,0.991834,0.004764316],"study_design_scores_gemma":[0.0000599762,0.0000132829,0.002953907,0.00010395,0.00001605398,0.00007241876,0.0001796725,0.0008210959,0.0005879401,0.001247448,0.993911,0.00003321665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00051021,0.00008649025,0.0003311424,0.0001895882,0.00006326863,0.00005419079,0.9946789,0.00136172,0.00272451],"genre_scores_gemma":[0.0007916359,0.00006022646,0.0006458051,0.00008044708,0.00001344789,0.0001355654,0.9971097,0.0001610829,0.001002194],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04551628,"threshold_uncertainty_score":0.1522672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09719915872497303,"score_gpt":0.3655109920542136,"score_spread":0.2683118333292406,"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."}}