{"id":"W4392225694","doi":"","title":"Media practices, usage of social media and migration patterns of Somalis in France and Canada","year":2013,"lang":"fr","type":"preprint","venue":"theses.fr (ABES)","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Political science; Media studies; Sociology","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":[0.0007337162,0.0003041907,0.0003864498,0.003809829,0.005125219,0.003681766,0.000866534,0.0005458093,0.00277411],"category_scores_gemma":[0.002835183,0.000287676,0.0003270937,0.006080181,0.001776073,0.0009712184,0.00178858,0.0006208659,0.0003176823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02675946,"about_ca_system_score_gemma":0.02012322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9860919,"about_ca_topic_score_gemma":0.9943802,"domain_scores_codex":[0.9991767,0.0001117764,0.00005026907,0.00009977024,0.0002358439,0.0003255978],"domain_scores_gemma":[0.9974195,0.0003257289,0.0005778915,0.00006671852,0.001116761,0.0004934465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001107541,0.00004916105,0.8547097,0.0001232729,0.00004629494,0.0004926632,0.1080712,0.0001469012,0.000687857,0.001060492,0.001555626,0.03294608],"study_design_scores_gemma":[0.00000246263,0.00002529737,0.8995512,0.0001431866,0.00001678397,0.0001011983,0.0949258,0.0001341113,0.000104934,0.00003442513,0.004934304,0.00002634676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950215,0.0006135634,0.00004949011,0.0004888485,0.000005145732,0.00001331071,0.000605626,0.000008169906,0.003194389],"genre_scores_gemma":[0.9940388,0.001245358,0.0001790702,0.0001187343,0.000004596002,0.00002423941,0.0004188403,0.000008967822,0.003961308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02675946,"threshold_uncertainty_score":0.1941544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03281664233777608,"score_gpt":0.2850615408363307,"score_spread":0.2522448984985546,"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."}}