{"id":"W7006520657","doi":"","title":"Variation in women's political representation: media's impact on how women are viewed in the political sphere","year":2023,"lang":"en","type":"other","venue":"Cardinal Scholar (Ball State University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Representation (politics); Variation (astronomy); Nucleofection; Context (archaeology); Population","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001373864,0.00069961,0.001006339,0.002497076,0.0001461743,0.0003053151,0.0009937927,0.0005549894,0.0007693931],"category_scores_gemma":[0.001136995,0.0006201845,0.0003204054,0.003987154,0.0002425305,0.0005704794,0.0002327336,0.002091375,0.001278156],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01156248,"about_ca_system_score_gemma":0.0004324823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002010595,"about_ca_topic_score_gemma":0.001490107,"domain_scores_codex":[0.9927965,0.002329696,0.0003240106,0.00106564,0.001288135,0.002196061],"domain_scores_gemma":[0.9971942,0.0006245106,0.0003083465,0.0009342333,0.0001499709,0.0007886813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.01123628,0.003195185,0.1314549,0.0009879572,0.004871606,0.06639667,0.03396036,0.001418585,0.0002491756,0.5066556,0.2356799,0.003893839],"study_design_scores_gemma":[0.006008971,0.0004402317,0.5540634,0.0009117401,0.0001795964,0.00004059426,0.0597036,0.00004374882,0.000005303416,0.00395551,0.3730051,0.001642156],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.320833,0.00009491893,0.00004290714,0.00243649,0.0007133815,0.002122504,0.003832141,0.001108194,0.6688165],"genre_scores_gemma":[0.889379,0.0001571388,0.00008559622,0.00059448,0.0008825196,0.00004734808,0.0002494652,0.001706087,0.1068984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5685459,"threshold_uncertainty_score":0.999625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02007907047134933,"score_gpt":0.2597296964265929,"score_spread":0.2396506259552436,"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."}}