{"id":"W3203526602","doi":"10.82308/38543","title":"Modified output of Japanese EFL learners : variable effects of interlocutor vs. feedback types","year":2006,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; McGill University","keywords":"Variable (mathematics); Psychology; Mathematics; Computer science; Linguistics; Natural language processing; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007452153,0.0003928093,0.0006696315,0.000278987,0.0006250911,0.00008487193,0.0004579422,0.0001906635,0.0004353256],"category_scores_gemma":[0.0005343923,0.000364871,0.0002529981,0.0001500483,0.000271801,0.0004898722,0.0001501893,0.0008108033,0.0001402493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001269836,"about_ca_system_score_gemma":0.00002208794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005859732,"about_ca_topic_score_gemma":0.0003619699,"domain_scores_codex":[0.9973957,0.0004221754,0.0007123304,0.0004912922,0.000460035,0.0005184914],"domain_scores_gemma":[0.9981628,0.0005108849,0.0004516701,0.0005081661,0.000243406,0.0001230693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003361584,0.00070524,0.0001764646,0.001355814,0.0003429671,0.00002927557,0.001608041,0.002609919,0.03426117,0.9382809,0.000111796,0.02018228],"study_design_scores_gemma":[0.009820845,0.003504452,0.00190451,0.003915963,0.001250988,0.00005147057,0.01139713,0.001456998,0.1188646,0.05108734,0.7926463,0.004099402],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7553306,0.0001881308,5.726581e-7,0.00001665634,0.0005743461,0.0002174749,0.00008848011,0.0001642099,0.2434195],"genre_scores_gemma":[0.9642513,0.00001024422,0.0003071396,0.0001030426,0.0001371871,0.00001950599,0.00003503819,0.00008971502,0.03504679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8871935,"threshold_uncertainty_score":0.9998803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523573818691993,"score_gpt":0.207940789768464,"score_spread":0.1927050515815441,"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."}}