{"id":"W2767255993","doi":"10.1111/tger.12037","title":"Producing Lexical Stress in Second Language German","year":2017,"lang":"en","type":"article","venue":"Die Unterrichtspraxis/Teaching German","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cognate; German; Linguistics; Schwa; Stress (linguistics); Vocabulary; Computer science; Lexical item; Production (economics); Psychology; Natural language processing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001187749,0.0003179121,0.0004260656,0.0003320096,0.0006866463,0.0002732034,0.00128147,0.0002635719,0.001501977],"category_scores_gemma":[0.0002183499,0.000303917,0.0001194424,0.00005681949,0.0002570932,0.0002627841,0.0004821841,0.001674778,0.0006228341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008317223,"about_ca_system_score_gemma":0.00005354415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00409023,"about_ca_topic_score_gemma":0.007879207,"domain_scores_codex":[0.9970402,0.0004598575,0.0004529477,0.0008173715,0.000268771,0.0009608354],"domain_scores_gemma":[0.9975007,0.0001578933,0.0002382585,0.001862991,0.00003302724,0.0002071603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005039942,0.002317225,0.334094,0.000235688,0.0005623372,0.004854091,0.5006605,0.000006803501,0.02406433,0.01005914,0.0167008,0.105941],"study_design_scores_gemma":[0.001599216,0.0002001146,0.9751085,0.0001288856,0.00002183553,0.00009208983,0.000871329,0.0001940083,0.001629906,0.0007754939,0.01883007,0.0005485562],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293766,0.0005551875,0.00003820706,0.0008095381,0.001076008,0.0002992929,0.00005570141,0.00009054589,0.0676989],"genre_scores_gemma":[0.9859543,0.000007977881,0.00009782057,0.0002800166,0.0005449092,0.00004884403,0.00005312089,0.00006164688,0.01295138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6410145,"threshold_uncertainty_score":0.9999413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03433864529114818,"score_gpt":0.4152546265830521,"score_spread":0.380915981291904,"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."}}