{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002580341,0.0001852645,0.0002107134,0.000407541,0.001123858,0.00007021984,0.0002191438,0.0001664071,0.00006497698],"category_scores_gemma":[0.0001020401,0.0001859624,0.00005281249,0.0002833481,0.0008749561,0.0006487692,0.0003579381,0.0002315701,0.00001175679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158484,"about_ca_system_score_gemma":0.00003272956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004147258,"about_ca_topic_score_gemma":0.003337392,"domain_scores_codex":[0.9987246,0.000204148,0.00009727611,0.0003377682,0.0002204466,0.000415695],"domain_scores_gemma":[0.999201,0.0002525852,0.0001056064,0.0000989152,0.00009746639,0.0002444407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005591385,0.0002151569,0.1606114,0.00006697556,0.0003916605,0.0001977637,0.3138452,0.000005518007,0.00312707,0.5077311,0.000349171,0.01289982],"study_design_scores_gemma":[0.00131345,0.00007994969,0.06154075,0.0000620179,0.0001074799,0.00001756567,0.5121098,0.00005861986,0.00011389,0.0007523177,0.4233602,0.0004840522],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699347,0.0002310362,0.0001860067,0.002705642,0.0001132451,0.0002145726,0.00003296086,0.00009988337,0.02648196],"genre_scores_gemma":[0.9902456,0.005940333,0.000287514,0.00004942983,0.00008454869,1.116073e-7,0.00001369279,0.000007656195,0.003371081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5069788,"threshold_uncertainty_score":0.8643922,"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."}}