{"id":"W6925637846","doi":"10.17638/03161313","title":"We All Shine On: Supporting International Student Voices in an Academic Context","year":2022,"lang":"en","type":"article","venue":"University of Liverpool","topic":"Violence, Religion, and Philosophy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Communication apprehension; Anxiety; Willingness to communicate; Context (archaeology); Class (philosophy); Public speaking; Exploratory research; Perception; First language; Language acquisition","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007639592,0.0006059596,0.0003458325,0.0007317342,0.01146158,0.0158703,0.001957506,0.004060651,0.008827532],"category_scores_gemma":[0.01309279,0.0002410693,0.0005209605,0.0006949489,0.008825684,0.01349466,0.01415361,0.005692437,0.002728953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002090141,"about_ca_system_score_gemma":0.006532751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003269838,"about_ca_topic_score_gemma":0.007413357,"domain_scores_codex":[0.991685,0.005560342,0.0001682677,0.000375395,0.000862711,0.001348259],"domain_scores_gemma":[0.9883044,0.003885251,0.000818225,0.0005455813,0.001001775,0.00544475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006479583,0.0002488388,0.008127951,0.0007891079,0.00002461501,0.001827577,0.7641226,0.0001165602,0.003216407,0.02011885,0.0570551,0.1442876],"study_design_scores_gemma":[0.000007803379,0.0001591379,0.002360985,0.0005894892,0.00001961141,0.0009321609,0.7696015,0.00008828102,0.0009810255,0.003276882,0.2219411,0.00004193434],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4552508,0.01119076,0.0139927,0.2943309,0.009962423,0.0003311361,0.0002057857,0.0007257177,0.2140098],"genre_scores_gemma":[0.9287375,0.006123111,0.006460375,0.02425111,0.001235274,0.0001884353,0.00008031406,0.0002291933,0.03269476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0158703,"threshold_uncertainty_score":0.04040247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04252667682209223,"score_gpt":0.2670432332093449,"score_spread":0.2245165563872527,"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."}}