{"id":"W4412929343","doi":"10.1093/pa/gsaf037","title":"Parliamentarians’ perspectives on parenthood and politics in Canada’s House of Commons","year":2025,"lang":"en","type":"article","venue":"Parliamentary Affairs","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"House of Commons; Politics; Commons; Sociology; Political science; Gender studies; Law; Parliament","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003296478,0.0001610754,0.0003004567,0.001330737,0.02715303,0.005337448,0.0009389539,0.001149668,0.005381573],"category_scores_gemma":[0.005712496,0.0002819255,0.0002059404,0.001956306,0.00719853,0.0008437922,0.002692674,0.001801954,0.0002455761],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04393763,"about_ca_system_score_gemma":0.0422205,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9602749,"about_ca_topic_score_gemma":0.9807839,"domain_scores_codex":[0.9944137,0.001510655,0.00009822266,0.0002090668,0.001428932,0.002339412],"domain_scores_gemma":[0.9927778,0.001730585,0.0009659295,0.0001135391,0.001543784,0.002868428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000132111,0.00006527207,0.09794715,0.000067077,0.00002031292,0.001554475,0.8539169,0.0001697915,0.001741699,0.01569867,0.0117886,0.01689797],"study_design_scores_gemma":[0.000005858402,0.00002909517,0.1188376,0.00007913762,0.000008215551,0.0001750682,0.8107648,0.0001393605,0.000347103,0.000437279,0.06913707,0.00003937546],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561846,0.0003950856,0.0001138637,0.005327965,0.00006190912,0.00001627678,0.0000768644,0.000008044016,0.03781542],"genre_scores_gemma":[0.9954094,0.000123231,0.00003518522,0.0004000668,0.000009069594,0.000004331252,0.00001497161,0.000003943822,0.003999716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9560624,"threshold_uncertainty_score":0.3187914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764684623637566,"score_gpt":0.2825535007502216,"score_spread":0.2649066545138459,"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."}}