{"id":"W4230215643","doi":"10.21992/t9763n","title":"Gender Snapshots","year":2015,"lang":"en","type":"article","venue":"TranscUlturAl A Journal of Translation and Cultural Studies","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005996769,0.0001377715,0.0002916967,0.00003737215,0.0003960182,0.00005642711,0.0001305464,0.00005706976,0.00002889046],"category_scores_gemma":[0.0001206461,0.00008162012,0.0001396928,0.0001767966,0.0003874708,0.0005463748,0.000007805762,0.0001516868,0.000003491546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006166397,"about_ca_system_score_gemma":0.00004209255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005951884,"about_ca_topic_score_gemma":0.0006096514,"domain_scores_codex":[0.9986491,0.0001633016,0.0003479923,0.0001078856,0.0005146738,0.0002171122],"domain_scores_gemma":[0.9989067,0.00005251964,0.0001298524,0.00003968108,0.000688327,0.000182947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009553837,0.00003326922,0.001418712,0.00003071211,0.0004761727,0.00001713127,0.9657811,0.00002763877,0.0004026991,0.002887543,0.004416941,0.02441256],"study_design_scores_gemma":[0.002636116,0.0002182841,0.006796934,0.00006067569,0.0003079572,0.0001225908,0.8668074,0.000007246722,0.0001286071,0.002680081,0.119867,0.0003671788],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7324256,0.2041015,0.0003367919,0.01871398,0.001919571,0.0003858096,0.000006958316,0.00007581993,0.04203399],"genre_scores_gemma":[0.9921334,0.005625097,0.001460521,0.0001273496,0.0003391672,0.000002358246,0.000001119321,0.000004638897,0.0003063846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2597078,"threshold_uncertainty_score":0.3328372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.292070149791175,"score_gpt":0.4135071847157371,"score_spread":0.1214370349245621,"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."}}