{"id":"W247321000","doi":"10.17161/iallt.v12i3-4.9010","title":"Language Laboratory Administration","year":2019,"lang":"en","type":"article","venue":"IALLT Journal of Language Learning Technologies","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Administration (probate law); Computer science; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02314922,0.000652508,0.0005360291,0.002739491,0.007510215,0.01082315,0.003072748,0.002825372,0.1317237],"category_scores_gemma":[0.0504318,0.0006797583,0.0005800533,0.001608848,0.002911828,0.004477598,0.005074719,0.004612787,0.1196219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005264771,"about_ca_system_score_gemma":0.02626008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005781899,"about_ca_topic_score_gemma":0.00825385,"domain_scores_codex":[0.9776163,0.009685542,0.002705013,0.001532369,0.005352016,0.003108738],"domain_scores_gemma":[0.9302866,0.01304248,0.004194793,0.006053539,0.03548418,0.01093844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008230834,0.0003306039,0.001642173,0.0002293386,0.000005505881,0.000395812,0.002995546,0.0002608621,0.002162643,0.05927342,0.7428101,0.1898116],"study_design_scores_gemma":[0.00001159953,0.00007635117,0.001105819,0.0001014038,0.000001703416,0.0002097183,0.001234053,0.0001923068,0.0004654028,0.001482351,0.9950914,0.00002785887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01446039,0.003539093,0.06772211,0.06976122,0.0122882,0.003617944,0.001209729,0.01820143,0.8092],"genre_scores_gemma":[0.07982527,0.003049868,0.04142158,0.02214318,0.003719163,0.002341796,0.001291979,0.00237984,0.8438273],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1317237,"threshold_uncertainty_score":0.4406596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02268105131090935,"score_gpt":0.4119562419973396,"score_spread":0.3892751906864302,"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."}}