{"id":"W3211496550","doi":"","title":"University Counselling and Psychological Services:Exploring Current Approaches and Student Perceptions","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Mental health; Perception; Service (business); Psychology; Medical education; Triage; Sample (material); Type of service; Medicine; Psychiatry; Business; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002635322,0.0002625169,0.0002944542,0.0001446079,0.0002206805,0.0001104316,0.0001803126,0.0002670664,0.0007049057],"category_scores_gemma":[0.000001425291,0.0002413124,0.00006582239,0.0001021219,0.00002839528,0.0002203126,0.000018869,0.0005542426,0.0001607509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001797096,"about_ca_system_score_gemma":0.000008450138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001286421,"about_ca_topic_score_gemma":0.0002456784,"domain_scores_codex":[0.9984979,0.0001179019,0.0002091157,0.0007272032,0.0002213134,0.0002265537],"domain_scores_gemma":[0.9992725,0.0001423767,0.0001139472,0.0003042021,0.00006540676,0.0001015258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001023104,0.001747465,0.01291297,0.001342194,0.0003823867,0.00004010985,0.2024497,0.00002391044,0.0001446329,0.008505158,0.000542317,0.7708861],"study_design_scores_gemma":[0.00276271,0.0007831423,0.2385903,0.0007675972,0.0009302581,0.00007036736,0.4906493,0.00148901,0.000002308532,0.0003850109,0.2618431,0.001727013],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760906,0.01007141,0.0001584512,0.00004893614,0.001790415,0.0003288959,0.00001171752,0.00007629988,0.01142328],"genre_scores_gemma":[0.8752775,0.1104325,0.0002028402,0.00004147234,0.0001641608,0.0000151366,0.0004264945,0.00004168975,0.0133982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.769159,"threshold_uncertainty_score":0.9840432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.178058024221982,"score_gpt":0.3780493164089976,"score_spread":0.1999912921870156,"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."}}