{"id":"W4306752141","doi":"10.15173/ijsap.v6i2.4517","title":"Partnering with students to support international students in an Australian university setting","year":2022,"lang":"en","type":"article","venue":"International Journal for Students as Partners","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Social connectedness; Pedagogy; International education; Higher education; Acculturation; Medical education; Sociology; Political science; Psychology; Mathematics education; Medicine; Ethnic group","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007769026,0.001013712,0.0007065624,0.001040084,0.01864639,0.01074699,0.002975688,0.00388563,0.00774132],"category_scores_gemma":[0.01418647,0.0005741726,0.000638105,0.001131578,0.00732902,0.006137926,0.01888013,0.00641461,0.001810138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002813529,"about_ca_system_score_gemma":0.005742376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003300536,"about_ca_topic_score_gemma":0.006911607,"domain_scores_codex":[0.9852616,0.01033155,0.000267641,0.0005189275,0.0009219568,0.002698265],"domain_scores_gemma":[0.9852811,0.002435963,0.001111895,0.0004978124,0.0009017975,0.009771432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001050066,0.0008052735,0.01317217,0.0002391197,0.00002383153,0.006240046,0.9289962,0.0002221355,0.001242976,0.00678175,0.005327173,0.03684426],"study_design_scores_gemma":[0.00001218512,0.0004810566,0.002315882,0.0002117979,0.00001566586,0.00279348,0.9483722,0.0003334855,0.0004868759,0.001371795,0.04356274,0.0000428714],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524537,0.0008078112,0.004921943,0.007022881,0.0004749282,0.0002450959,0.00003197917,0.0000934541,0.03394823],"genre_scores_gemma":[0.987555,0.0005509646,0.001779441,0.0010731,0.00007386363,0.0001054144,0.00001733955,0.00003233677,0.008812736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01864639,"threshold_uncertainty_score":0.04108709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0886933439709416,"score_gpt":0.5630905521614874,"score_spread":0.4743972081905458,"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."}}