{"id":"W3212556032","doi":"","title":"IDIOMA E IDENTIDAD DE GÉNERO: IS LIFE SATISFACTION INFLUENCED BY GENDERED LANGUAGE?","year":2021,"lang":"es","type":"article","venue":"Student Research Proceedings","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Identity (music); Language and gender; Gender identity; Mainstream; Psychology; Gender studies; Gender psychology; Diversity (politics); Grammar; Sociology; Social psychology; Linguistics; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004560608,0.0004275089,0.000552221,0.0003209357,0.002285303,0.002003628,0.001234874,0.0004144071,0.001629998],"category_scores_gemma":[0.003599872,0.0004610726,0.000226611,0.00266209,0.001030408,0.0007083407,0.001765384,0.00134699,0.0004880765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220167,"about_ca_system_score_gemma":0.001075518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005950692,"about_ca_topic_score_gemma":0.0006505606,"domain_scores_codex":[0.9904134,0.0004685998,0.0006532776,0.001259794,0.004949005,0.002255918],"domain_scores_gemma":[0.9962583,0.0002838652,0.0002342075,0.0004061046,0.00203655,0.0007810323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000523751,0.0004348721,0.2521656,0.0005139754,0.0006947739,0.0001556018,0.436275,4.812123e-7,0.0914379,0.00635783,0.2052796,0.006632009],"study_design_scores_gemma":[0.001198094,0.0002213634,0.287062,0.0002498183,0.00008753956,0.00001493516,0.6736996,0.00001027363,0.01338833,0.0008127099,0.0226285,0.0006268497],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9320305,0.006562779,0.00001166828,0.006456361,0.0004540748,0.0008979398,0.00006871897,0.0001666614,0.05335128],"genre_scores_gemma":[0.9831704,0.005894289,0.0001960636,0.000780338,0.000991802,0.0002100194,0.000008014855,0.0000667961,0.008682244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2374246,"threshold_uncertainty_score":0.9997841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07631977076987229,"score_gpt":0.4741569370953551,"score_spread":0.3978371663254828,"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."}}