{"id":"W2777781806","doi":"10.5539/ies.v11n1p89","title":"The Relationship between Affective and Social Isolation among Undergraduate Students","year":2017,"lang":"en","type":"article","venue":"International Education Studies","topic":"Health and Well-being Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deanship of Scientific Research, King Saud University; King Saud University","keywords":"Social isolation; Isolation (microbiology); Psychology; Cluster sampling; Affect (linguistics); Developmental psychology; Social psychology; Clinical psychology; Demography; Sociology; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005040643,0.0001145109,0.0001362509,0.00006779611,0.003144586,0.0002185231,0.0002967427,0.00005367683,0.000005707579],"category_scores_gemma":[0.001711779,0.00008889988,0.00003879238,0.0000339588,0.0003997074,0.0002056191,0.0001573057,0.0001628023,0.00007257966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001201039,"about_ca_system_score_gemma":0.00005052856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003005469,"about_ca_topic_score_gemma":0.0002241589,"domain_scores_codex":[0.9989721,0.0001219685,0.0002443892,0.000227845,0.0002615719,0.0001721067],"domain_scores_gemma":[0.997639,0.001282032,0.0003294579,0.0001869129,0.0005323903,0.00003017866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001596564,0.00003709836,0.9376328,0.000007104422,0.0003081426,2.382588e-7,0.006102993,1.083475e-7,2.904081e-7,0.03086379,0.0142388,0.01079265],"study_design_scores_gemma":[0.0002807211,0.00001982607,0.9568129,0.00002412196,0.00003181604,8.480672e-7,0.004907692,0.000001163351,9.464278e-7,0.0258471,0.01199139,0.00008150766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9471309,0.0008767123,0.0001080804,0.03599656,0.005376522,0.000226057,0.000007858448,0.00003123573,0.01024613],"genre_scores_gemma":[0.98848,0.0001160842,0.00003356571,0.0002409504,0.0008549074,0.0001792105,0.0000109659,0.00001019039,0.01007418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04134909,"threshold_uncertainty_score":0.9981532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1222744127300674,"score_gpt":0.5117709161684804,"score_spread":0.3894965034384129,"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."}}