{"id":"W2980606587","doi":"10.1002/pra2.25","title":"“You don't feel that you're so far away”: Information sharing, technology use, and settlement of international student immigrants","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Crop Industry Development Fund; University of Alberta","funders":"","keywords":"Settlement (finance); ICTS; Information and Communications Technology; Immigration; Sociotechnical system; Information sharing; Public relations; Work (physics); Knowledge sharing; Sociology; Political science; Knowledge management; Business; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002072654,0.0000879423,0.000156293,0.001030949,0.0004834952,0.0003615686,0.0007643864,0.000163356,0.000007465206],"category_scores_gemma":[0.001332988,0.00007435738,0.00003137409,0.001292755,0.000396124,0.0056319,0.000566738,0.0001093246,0.000005333307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002310814,"about_ca_system_score_gemma":0.00007348567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006116943,"about_ca_topic_score_gemma":0.00004227199,"domain_scores_codex":[0.9984626,0.000002575755,0.0004006481,0.0001312413,0.0007606168,0.0002423482],"domain_scores_gemma":[0.997328,0.00003154164,0.0009271393,0.00009018746,0.001597217,0.00002591102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005722979,0.00001097501,0.7694709,0.00003818168,0.00002115995,2.186394e-9,0.005925719,0.000001268734,0.0002731927,0.2169176,0.0002246089,0.00711063],"study_design_scores_gemma":[0.001922215,0.0001663254,0.3458687,0.0001470038,0.00006764878,0.000001159125,0.1143169,0.001680966,0.01170604,0.01169724,0.5120758,0.0003499945],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797887,0.00002658121,0.00004028964,0.005783012,0.0003556109,0.00086468,0.00002575104,0.00008008602,0.01303535],"genre_scores_gemma":[0.9989952,0.0001674669,0.0002481379,0.0001005918,0.00001065307,0.00003822942,0.000004971585,0.000002404356,0.0004323714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5118512,"threshold_uncertainty_score":0.4082992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472545234169726,"score_gpt":0.2773460985124953,"score_spread":0.2626206461707981,"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."}}