{"id":"W3121932257","doi":"10.3917/cdge.069.0151","title":"State normalization of inclusive language","year":2021,"lang":"fr","type":"article","venue":"Cahiers du Genre","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Académie française","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006595,0.00009172529,0.0001511719,0.00004045073,0.0004244658,0.00001767921,0.0001294636,0.000186707,0.0005631621],"category_scores_gemma":[0.00112557,0.0001113335,0.0000761069,0.0005095137,0.001530181,0.0001726025,0.00002884118,0.0001522992,0.00004095972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001625738,"about_ca_system_score_gemma":0.0007309769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002692774,"about_ca_topic_score_gemma":0.0001811856,"domain_scores_codex":[0.9985181,0.000672638,0.0002278942,0.000156178,0.0001978625,0.0002273118],"domain_scores_gemma":[0.9986666,0.0004829356,0.0001629644,0.0001265777,0.0004697297,0.00009115705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001861955,0.0000804342,0.004474222,0.00007419442,0.00006081507,0.000007175966,0.6603017,0.00008453376,0.000455029,0.3248173,0.002108935,0.007533798],"study_design_scores_gemma":[0.0002652715,0.00002975288,0.007588962,0.00006497807,0.00005973574,0.000007456132,0.8895893,0.00004640802,0.001370103,0.006057773,0.09472376,0.0001964931],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9177308,0.01359001,0.001749837,0.01707646,0.004811464,0.0001291964,0.00008185302,0.00002567494,0.04480469],"genre_scores_gemma":[0.9450568,0.003463317,0.001494171,0.0008741777,0.001919513,0.000008619658,0.0001721724,0.00001427201,0.04699698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3187595,"threshold_uncertainty_score":0.616623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04901939063658464,"score_gpt":0.3986337007146634,"score_spread":0.3496143100780788,"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."}}