{"id":"W4386548090","doi":"10.1177/20563051231196692","title":"The Evolution of #MeToo: A Comparative Analysis of Vernacular Practices Over Time and Across Languages","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Vernacular; Sociology; Oppression; Politics; Rhetoric; Rhetorical question; Gender studies; Linguistics; Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.001780111,0.00008597335,0.0003188373,0.00003030852,0.0006863408,0.00003234731,0.0001832453,0.0001486501,0.00003281556],"category_scores_gemma":[0.001073056,0.0000686881,0.0002936387,0.001387228,0.001049912,0.0001231862,0.00006811551,0.0001263948,0.000007410231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071749,"about_ca_system_score_gemma":0.0002200321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001323181,"about_ca_topic_score_gemma":0.01400938,"domain_scores_codex":[0.9984403,0.0002644403,0.0002113307,0.0001633277,0.0006279311,0.0002926581],"domain_scores_gemma":[0.99751,0.001683195,0.0004761856,0.0001002398,0.0001618485,0.0000685164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001062087,0.00002393173,0.004900575,0.0000108717,0.0007288627,5.070712e-7,0.9859568,0.000002812219,0.001241147,0.001425129,0.005096217,0.0006025631],"study_design_scores_gemma":[0.0002079615,0.00001187073,0.09430304,0.000004740421,0.0003499768,3.522148e-8,0.9010217,0.0001693784,0.0001244395,0.000386209,0.003343095,0.00007760819],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961134,0.0009688945,0.000006482242,0.0005519471,0.0001990291,0.0001371725,0.0001145039,0.00003911023,0.001869519],"genre_scores_gemma":[0.9983711,0.0008343304,0.00003670935,0.00002344609,0.0002794651,0.00001054426,0.00002363596,0.00000475087,0.0004160096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08940247,"threshold_uncertainty_score":0.781756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05066202052344698,"score_gpt":0.408080531586742,"score_spread":0.357418511063295,"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."}}