{"id":"W2319668209","doi":"10.1093/pa/gsw008","title":"Presence and Purpose in the Canadian House of Commons: The Standing Committee on the Status of Women","year":2016,"lang":"en","type":"article","venue":"Parliamentary Affairs","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Scrutiny; House of Commons; Government (linguistics); Commons; Gender mainstreaming; Perspective (graphical); Political science; Public administration; Sociology; Mainstreaming; Gender studies; Work (physics); Law; Gender equality; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001081873,0.000056464,0.00008230667,0.0000456973,0.0003390326,0.00003354027,0.0002908591,0.00002472176,0.00005538104],"category_scores_gemma":[0.0001488983,0.00002366139,0.00002041625,0.0001351491,0.0006173841,0.00007094375,0.00003087835,0.00007478984,0.000001830747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002854915,"about_ca_system_score_gemma":0.0001957986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5613449,"about_ca_topic_score_gemma":0.7417064,"domain_scores_codex":[0.9985622,0.0004755074,0.0001439958,0.00008858396,0.000301163,0.0004285232],"domain_scores_gemma":[0.9985932,0.0009872433,0.00007390546,0.0002187683,0.00002026727,0.0001065784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000384572,0.00009306487,0.3885105,0.00001660829,0.00005252679,0.000004997115,0.4543852,0.00002396712,0.0001957997,0.1458389,0.004377643,0.006462358],"study_design_scores_gemma":[0.0003597295,0.00009840367,0.09162889,0.00006033253,0.0000111436,5.600795e-7,0.8763776,0.00001452912,0.0004398357,0.01630455,0.01461735,0.00008702867],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689748,0.0001214861,0.000003910691,0.01802651,0.00007328307,0.0004286708,0.00004402481,0.000004623588,0.01232265],"genre_scores_gemma":[0.999361,0.0003100815,0.000006810004,0.0002068625,0.00002336903,0.00003229977,5.538089e-7,0.000004721345,0.00005428679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4219925,"threshold_uncertainty_score":0.4415762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04024181020108458,"score_gpt":0.2902522672140128,"score_spread":0.2500104570129282,"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."}}