{"id":"W7036656905","doi":"","title":"The “Case Study” Method as Means of Formation of a Professionally Oriented Foreign Language Teaching Environment in University Conditions","year":2015,"lang":"en","type":"article","venue":"Repository of Samara University (Samara National Research University)","topic":"Language, Communication, and Linguistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foreign language; Foreign language teaching; Competence (human resources); Communicative competence; Language education","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00459153,0.00009103647,0.0002007729,0.0007488597,0.001630351,0.00001010775,0.0006432879,0.00008751483,0.0000111593],"category_scores_gemma":[0.001684583,0.00009370722,0.00008648705,0.0008594656,0.0008789296,0.0003687099,0.0003732397,0.0003512258,0.000001518886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001468308,"about_ca_system_score_gemma":0.001412602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0202735,"about_ca_topic_score_gemma":0.005171041,"domain_scores_codex":[0.994855,0.003115349,0.0002257436,0.0001961837,0.001387561,0.0002201461],"domain_scores_gemma":[0.9952749,0.002468193,0.0002930478,0.0002634209,0.001578213,0.0001222268],"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":[0.0008091604,0.001408299,0.01357404,0.00006471737,0.000257108,0.00123147,0.1830618,0.0005598115,0.0006583644,0.796826,0.000547201,0.001001975],"study_design_scores_gemma":[0.001513713,0.0002098338,0.002949547,0.00007274366,0.0000522458,0.00001331479,0.9649351,0.0004073894,0.0001747485,0.0008514741,0.02870949,0.0001104619],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.832571,0.00006241322,0.0009325893,0.0003599069,0.00005465774,0.0006611316,0.00005023452,0.00001850875,0.1652895],"genre_scores_gemma":[0.9909579,0.0001031272,0.001211324,0.000002051813,0.00002549348,2.843755e-7,0.00001184575,0.000004050273,0.007683994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7959746,"threshold_uncertainty_score":0.9996694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07961584227816851,"score_gpt":0.3982725697057806,"score_spread":0.3186567274276121,"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."}}