{"id":"W7001087087","doi":"","title":"Immigrant Bloggers and Sensemaking: Technology Mediated Acculturation and Cultural Brokerage","year":2012,"lang":"en","type":"article","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Acculturation; Sensemaking; Sociocultural evolution; Popularity; Netnography; Expatriate; Conversation; Immigration; Cultural diversity; Social media","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00416714,0.0004956956,0.000343771,0.002539877,0.004463983,0.01110622,0.001019561,0.001573691,0.006212684],"category_scores_gemma":[0.008348464,0.0003944269,0.0004093784,0.0021581,0.009110262,0.00738223,0.007384452,0.001806849,0.0004952845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001611644,"about_ca_system_score_gemma":0.001337533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003510066,"about_ca_topic_score_gemma":0.0034587,"domain_scores_codex":[0.9971898,0.00193233,0.00008604628,0.0002642777,0.0002434178,0.0002840065],"domain_scores_gemma":[0.9909834,0.005720122,0.001552946,0.0006198822,0.000365055,0.0007586058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001285794,0.0005902683,0.07802691,0.000469884,0.0001059359,0.002680231,0.7867566,0.00012906,0.0007408535,0.05269129,0.002879406,0.07480091],"study_design_scores_gemma":[0.0001039086,0.0003777451,0.1234775,0.001686011,0.000196866,0.003445903,0.7306274,0.0008666907,0.0008942136,0.05470291,0.08348643,0.0001345142],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8359783,0.01082763,0.002552757,0.01086178,0.0002857938,0.0001029825,0.0001022328,0.00005536233,0.1392331],"genre_scores_gemma":[0.9894544,0.004793759,0.0008254902,0.0008403714,0.00009722087,0.00006033848,0.00003420095,0.00001803709,0.00387624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01110622,"threshold_uncertainty_score":0.02203822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02264877833108459,"score_gpt":0.2608296229036503,"score_spread":0.2381808445725657,"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."}}