{"id":"W2987053068","doi":"10.1332/251510819x15701058119488","title":"Mediated ambition? Gender, news and the desire to seek elected office","year":2019,"lang":"en","type":"article","venue":"European Journal of Politics and Gender","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Calgary; Dalhousie University","funders":"","keywords":"Politics; Media coverage; Political science; Gender gap; Subject (documents); Media use; Social psychology; Psychology; Sociology; Demographic economics; Media studies; Law; Economics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001304997,0.0001762231,0.0002073609,0.0007025362,0.0007802466,0.003116381,0.0001885513,0.0006825237,0.01164996],"category_scores_gemma":[0.005453331,0.0001378511,0.0001315259,0.0004387964,0.001404169,0.0008519244,0.0008097729,0.0005656508,0.0008504438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003232438,"about_ca_system_score_gemma":0.0002579946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008180813,"about_ca_topic_score_gemma":0.001319294,"domain_scores_codex":[0.9991386,0.0004701897,0.00002543342,0.00007784949,0.000128565,0.0001592868],"domain_scores_gemma":[0.9960732,0.001763984,0.001118504,0.000153659,0.0001518821,0.0007386809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002140339,0.002871557,0.7688916,0.0002592142,0.0001570845,0.001446637,0.08750028,0.0002151469,0.010723,0.03940911,0.003928293,0.08245763],"study_design_scores_gemma":[0.00008517016,0.00083429,0.9062644,0.0001211354,0.00005721037,0.0006533234,0.0677309,0.0003595821,0.001154665,0.008603482,0.01408751,0.0000484019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682623,0.0003814886,0.0001741948,0.0007493164,0.00004871811,0.0000119053,0.00005207962,0.000005391295,0.03031463],"genre_scores_gemma":[0.9972777,0.0001031018,0.00004300869,0.0001024709,0.00002220521,0.000006376403,0.00001610017,0.000002811908,0.002426276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01164996,"threshold_uncertainty_score":0.03897303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04313559489682846,"score_gpt":0.2995620437481665,"score_spread":0.256426448851338,"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."}}