{"id":"W1870675587","doi":"10.5430/wje.v5n5p1","title":"Barriers to the Utilisation of Counselling Services by International Students","year":2015,"lang":"en","type":"article","venue":"World Journal of Education","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Referral; Medical education; Service (business); Distress; Psychology; Health services; Medicine; Nursing; Clinical psychology; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.00148925,0.00004689039,0.00007546975,0.0001386602,0.0001190156,0.00007922827,0.0005675199,0.00001997581,0.0001108131],"category_scores_gemma":[0.0001095073,0.00003604298,0.00004213716,0.0001755816,0.00003138335,0.0002548892,0.00001086088,0.0000730145,0.000009498453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001580312,"about_ca_system_score_gemma":0.0002755162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005261196,"about_ca_topic_score_gemma":0.001653442,"domain_scores_codex":[0.9985637,0.00009388558,0.0002723354,0.00005568938,0.0009367354,0.00007764457],"domain_scores_gemma":[0.9985883,0.00006441079,0.0002481518,0.00004887606,0.0009039966,0.0001462885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002188994,0.0003350357,0.09456463,0.00001146857,0.000186363,5.577506e-7,0.800509,0.0004774602,0.0003287441,0.01006321,0.07558224,0.01772235],"study_design_scores_gemma":[0.0002364449,0.00005363066,0.002719035,0.00009023122,0.00002590281,0.000001079224,0.2843803,0.00001632383,0.0002988763,0.002670807,0.7094328,0.00007445028],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737681,0.0009175562,0.0001586185,0.01430174,0.004554447,0.0001107794,0.000002974244,0.000003773605,0.006181983],"genre_scores_gemma":[0.9962479,0.0005623793,0.00007541429,0.0003619092,0.001006538,0.000001967336,0.000004079701,0.000003756458,0.001735982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6338506,"threshold_uncertainty_score":0.146979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103909548744111,"score_gpt":0.3766773221758735,"score_spread":0.3456382266884324,"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."}}