{"id":"W1746442023","doi":"","title":"Evaluation of English One in Case of Gender in terms of Social Semiotics","year":2015,"lang":"en","type":"article","venue":"Journal of academic and applied studies","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Semiotics; Linguistics; Sociology; Computer science; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005304544,0.0004109055,0.0004489132,0.003298731,0.00237114,0.005161618,0.0004617339,0.0006934914,0.008705464],"category_scores_gemma":[0.01841656,0.00009965578,0.0004340844,0.001463879,0.003573428,0.003725844,0.003234358,0.0007492461,0.0008414745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002293814,"about_ca_system_score_gemma":0.002550979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00340461,"about_ca_topic_score_gemma":0.00441533,"domain_scores_codex":[0.99129,0.005712185,0.0004729001,0.0003163599,0.001668315,0.0005402674],"domain_scores_gemma":[0.9822849,0.007927003,0.0008214582,0.001020207,0.00668486,0.001261582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002643079,0.0005261231,0.06413958,0.0013673,0.00005591935,0.006540622,0.4591483,0.0004685293,0.02948174,0.1957632,0.006895623,0.23297],"study_design_scores_gemma":[0.00006708878,0.00177114,0.09878459,0.001102665,0.0001995142,0.005359426,0.6850654,0.002595475,0.02262356,0.03980995,0.1424791,0.0001421022],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7971663,0.00156789,0.01352247,0.00321532,0.0005178084,0.0002992795,0.0002607138,0.0001168123,0.1833333],"genre_scores_gemma":[0.9911659,0.0003034625,0.003606596,0.000113647,0.00004176158,0.00005089555,0.00007288158,0.00005984056,0.004585032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008705464,"threshold_uncertainty_score":0.02912271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2092834623849447,"score_gpt":0.4350938699789173,"score_spread":0.2258104075939726,"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."}}