{"id":"W1587560155","doi":"","title":"Dialogue with Bakhtin on Second and Foreign Language Learning: New Perspectives (review)","year":2007,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Russian Literature and Bakhtin Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; Foreign language; Comprehension approach; Psychology; Language acquisition; Language education; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000395665,0.0001832579,0.0002402303,0.001876853,0.0005067522,0.0000482197,0.0001846214,0.00008924361,0.00008978727],"category_scores_gemma":[0.0001234472,0.0001537835,0.00006638093,0.003055598,0.0002421137,0.0002691762,0.00006104924,0.0002882328,0.00001248006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237085,"about_ca_system_score_gemma":0.000240935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01681387,"about_ca_topic_score_gemma":0.05056883,"domain_scores_codex":[0.9987503,0.0001588262,0.00009735801,0.0003638155,0.0002435623,0.0003861294],"domain_scores_gemma":[0.9993703,0.0001878117,0.00009542074,0.0001391234,0.00007271171,0.0001345879],"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":[0.0007451993,0.0004609873,0.00723704,0.0003339537,0.0003605523,0.001214918,0.6962842,0.000001177653,0.00001312202,0.1735443,0.01333821,0.1064664],"study_design_scores_gemma":[0.0006507224,0.0002370415,0.0006914366,0.0002009859,0.00005008896,0.000003804033,0.06713924,3.092988e-7,0.00003572744,0.000002211402,0.9307778,0.0002106707],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03387482,0.0004017344,0.0001135237,0.0004782799,0.00004120577,0.0004508232,0.000006723446,0.0001344485,0.9644985],"genre_scores_gemma":[0.6855556,0.3090144,0.0007171067,0.0004913445,0.0004724722,0.000001301001,0.00001108224,0.00002545346,0.003711258],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9607872,"threshold_uncertainty_score":0.9897333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135041588204756,"score_gpt":0.2519392954755125,"score_spread":0.2384351366550369,"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."}}