{"id":"W1802140423","doi":"","title":"Immigrant Bloggers and Sensemaking: Technology Mediated Acculturation and Cultural Brokerage","year":2012,"lang":"en","type":"article","venue":"","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sensemaking; Sociocultural evolution; Sociology; Acculturation; Public relations; Popularity; Conversation; Media studies; Ethnic group; Social psychology; Political science; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004293164,0.0005800684,0.000422433,0.00271251,0.004694066,0.01095301,0.001059308,0.001656015,0.006241785],"category_scores_gemma":[0.008044112,0.0004195721,0.0004714149,0.002350473,0.008632584,0.006944163,0.006958469,0.002007824,0.0004908979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001567022,"about_ca_system_score_gemma":0.001455476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003231409,"about_ca_topic_score_gemma":0.003114333,"domain_scores_codex":[0.9970176,0.002039035,0.00009231039,0.0002872644,0.0002584471,0.0003053763],"domain_scores_gemma":[0.9908326,0.005800568,0.001654078,0.0005673029,0.0003693881,0.000776077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001570972,0.0007303727,0.08483963,0.0006372085,0.0001344102,0.003171348,0.7746742,0.0001546758,0.0007413224,0.05600224,0.002828429,0.07592908],"study_design_scores_gemma":[0.0001134607,0.0004553427,0.1301876,0.002111888,0.0002542968,0.004221576,0.7178925,0.000879505,0.0008337285,0.06206389,0.08084272,0.0001434896],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8379944,0.01480582,0.002895306,0.01067086,0.0003288901,0.0001194734,0.0001106224,0.00005040907,0.1330242],"genre_scores_gemma":[0.9880369,0.006465842,0.0009313489,0.0008708503,0.0001072014,0.00007028112,0.00003718351,0.0000178776,0.003462574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01095301,"threshold_uncertainty_score":0.02270466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02637070507332145,"score_gpt":0.3306774967900293,"score_spread":0.3043067917167078,"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."}}