{"id":"W2006015795","doi":"10.5430/elr.v1n2p1","title":"The Study of the Changes in English Use through the Movie Dialogues in \"Pride and Prejudice\"","year":2012,"lang":"en","type":"article","venue":"English Linguistics Research","topic":"Subtitles and Audiovisual Media","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pride; Prejudice (legal term); Pace; Linguistics; English language; Subject (documents); Sociolinguistics; Language acquisition; Psychology; Computer science; Mathematics education; Social psychology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002323297,0.0001127662,0.0001688378,0.00007829453,0.0004906516,0.0002574974,0.0004464924,0.00004507314,0.00003934784],"category_scores_gemma":[0.04651334,0.00005513148,0.0000268451,0.0001877277,0.0007362311,0.00006864736,0.0003961568,0.0006735845,0.000003196048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003699964,"about_ca_system_score_gemma":0.00004156604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003032655,"about_ca_topic_score_gemma":0.05741209,"domain_scores_codex":[0.9979291,0.0005701385,0.0002562087,0.0001629061,0.0005784695,0.0005031661],"domain_scores_gemma":[0.9945263,0.003775971,0.0000663776,0.0004303076,0.001154498,0.00004651777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004371163,0.0004528052,0.06339126,0.00004865761,0.00002929293,0.000003836456,0.839835,0.000005922172,0.000002272348,0.08923725,0.006192259,0.0007577234],"study_design_scores_gemma":[0.0003977222,0.0001280429,0.01963319,0.00008392761,0.00001011334,6.45502e-8,0.1809906,0.00001641896,0.00006297577,0.001276205,0.7973093,0.00009141843],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640064,0.001897391,8.56394e-8,0.0001439869,0.003907849,0.0008372866,0.00002390388,0.00002021632,0.02916291],"genre_scores_gemma":[0.9918765,0.0005344127,0.000004932293,0.00004561458,0.006423267,0.00008294942,0.000001941732,0.00001916485,0.001011258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7911171,"threshold_uncertainty_score":0.9615183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2107673372440933,"score_gpt":0.3658861906987309,"score_spread":0.1551188534546375,"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."}}