{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001423603,0.0003072153,0.0006795776,0.0001559944,0.000162856,0.00008869453,0.0004154364,0.0003888658,0.0004519126],"category_scores_gemma":[0.001543615,0.0003364868,0.00007727086,0.0002961338,0.0007411258,0.0008374163,0.0001365749,0.0004075118,0.000003477908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002398465,"about_ca_system_score_gemma":0.001144073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9875474,"about_ca_topic_score_gemma":0.9984582,"domain_scores_codex":[0.9963753,0.0006722713,0.0008628081,0.0005036613,0.001245656,0.0003402909],"domain_scores_gemma":[0.9955791,0.002034832,0.001558788,0.0002205336,0.0004549601,0.0001517851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001641713,0.0002526669,0.5900142,0.0005051009,0.0001041292,0.000006954447,0.1864492,0.00003880007,0.0002634098,0.2196568,0.0001449116,0.002547392],"study_design_scores_gemma":[0.0004119367,0.00001637711,0.9613909,0.000215584,0.0001138123,0.0000011784,0.02288731,0.0001218366,0.0003285403,0.007010518,0.007182388,0.0003196442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900566,0.0009944747,0.00003614496,0.004584848,0.0007272098,0.0005120244,0.0008138929,0.00001125217,0.002263579],"genre_scores_gemma":[0.9964787,0.002533575,0.0002569099,0.00006653916,0.0003212623,0.00004331409,0.0001611544,0.000021901,0.0001166786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3713767,"threshold_uncertainty_score":0.9999087,"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."}}