{"id":"W2912772145","doi":"10.7202/1055151ar","title":"Work Placements in Masters of Translation: Five Case Studies from the University of Western Australia","year":2018,"lang":"en","type":"article","venue":"Meta Journal des traducteurs","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Flexibility (engineering); Autonomy; Supervisor; Vocational education; Subject (documents); Medical education; Pedagogy; Psychology; Sociology; Management; Political science; Engineering; Medicine; Computer science; Library science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000330913,0.00008051337,0.0002083331,0.00005483171,0.0002422182,0.00003024601,0.0001211914,0.00001608751,0.00151552],"category_scores_gemma":[0.00002143931,0.00005388518,0.00009671163,0.00003686539,0.0004583046,0.0001589099,0.000009959208,0.0001975962,0.000005497541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001580668,"about_ca_system_score_gemma":0.000008240516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001513448,"about_ca_topic_score_gemma":0.007633161,"domain_scores_codex":[0.9992908,0.0002336007,0.0001876925,0.00007897193,0.0001053202,0.0001035754],"domain_scores_gemma":[0.9995025,0.0001729877,0.0001515826,0.00008487184,0.0000635555,0.00002445321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002464676,0.00008779436,0.04302061,0.00004013705,0.002534944,0.0006622516,0.8995833,0.0001419823,0.00007619938,0.0004134272,0.000683956,0.05250891],"study_design_scores_gemma":[0.005144035,0.00104312,0.07025525,0.001034917,0.004624682,0.0009371028,0.8026772,0.0000588051,0.0005041707,0.002360311,0.1106473,0.0007131379],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926903,0.006604298,0.00008221357,0.0001358386,0.000257946,0.00004394224,0.0000151392,0.000004498733,0.0001657992],"genre_scores_gemma":[0.997569,0.0001731121,0.0002182077,0.00002725198,0.0001905561,1.280975e-7,0.000001406586,0.000005398922,0.001814996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1099634,"threshold_uncertainty_score":0.9993972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1480654476811009,"score_gpt":0.2971235946486546,"score_spread":0.1490581469675537,"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."}}