{"id":"W2972323576","doi":"10.5539/ijel.v9n5p415","title":"Identifying Elements of Gender References, Persuasive Techniques and Social Interaction Associated with Political Discourse: The Case of Hillary Clinton","year":2019,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conversation; Vision; Politics; Narrative; Construct (python library); Sociology; Perception; Social psychology; Discourse analysis; Media studies; Political science; Psychology; Linguistics; Communication; Computer science; Law","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":[0.0003906819,0.00009174398,0.0001860639,0.0001211121,0.00007583706,0.0001130365,0.0002712398,0.00003941454,0.0001387878],"category_scores_gemma":[0.002325177,0.00006111107,0.0000659913,0.00002203963,0.00031195,0.0001400308,0.0000743872,0.0002670925,3.538832e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007083816,"about_ca_system_score_gemma":0.00009181076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001121812,"about_ca_topic_score_gemma":0.0002074425,"domain_scores_codex":[0.9988722,0.00009914806,0.0005228267,0.00007174753,0.0003351365,0.00009891934],"domain_scores_gemma":[0.9898657,0.0003083244,0.0008669976,0.00009654679,0.008838328,0.00002416659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001418378,0.000189477,0.002595854,0.00004253953,0.0006796361,0.00009611768,0.04853128,0.00000448802,0.00002176733,0.9466774,0.0004544591,0.0005651285],"study_design_scores_gemma":[0.002543249,0.0008241754,0.001702411,0.0009824616,0.0006841049,0.0001931879,0.9118835,0.0001424327,0.002007032,0.02252496,0.0560469,0.0004656329],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8612812,0.000194045,0.00003117367,0.0001107589,0.002909941,0.0001322905,0.0001523959,0.00001543927,0.1351728],"genre_scores_gemma":[0.9975696,0.00003314974,0.0001890176,0.00003348794,0.002055846,0.000001220169,0.00002245869,0.00001044488,0.00008477493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9241524,"threshold_uncertainty_score":0.2783622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06461268963838868,"score_gpt":0.3696230589588084,"score_spread":0.3050103693204197,"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."}}