{"id":"W2331465130","doi":"10.5194/gh-69-125-2014","title":"Après le diplôme. Les parcours migratoires au sortir des hautesécoles","year":2014,"lang":"fr","type":"article","venue":"Geographica Helvetica","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Hotel Dieu Hospital","funders":"","keywords":"Political science; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002375348,0.0004478706,0.0005987255,0.0003631342,0.004939068,0.0004053137,0.0007376531,0.0005471106,0.0007349192],"category_scores_gemma":[0.0005100023,0.0004788431,0.0004903238,0.001559097,0.00613685,0.0005248206,0.0001333101,0.0004991904,0.0002674252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001331275,"about_ca_system_score_gemma":0.0008801367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1557822,"about_ca_topic_score_gemma":0.4236729,"domain_scores_codex":[0.9947679,0.001170645,0.0007542741,0.000778675,0.0009028132,0.001625678],"domain_scores_gemma":[0.997395,0.0004547241,0.0003152607,0.0006086905,0.0004030171,0.000823315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001915376,0.0004652001,0.4346037,0.0003567065,0.00008449273,0.000003806497,0.009848358,0.00001238815,0.00005828657,0.5191498,0.009729167,0.02566891],"study_design_scores_gemma":[0.0004357634,0.0002683928,0.4204631,0.0003036287,0.0002012265,0.000005739765,0.005279068,0.0002319246,0.00007891734,0.1974311,0.3746779,0.0006231669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8887157,0.02378304,0.001632619,0.05184561,0.002129528,0.0006379084,0.00006238683,0.0003012467,0.03089196],"genre_scores_gemma":[0.9690341,0.02096658,0.001366528,0.0007292146,0.00178355,0.00006673987,0.0000278995,0.00005050476,0.005974846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3649487,"threshold_uncertainty_score":0.9997663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03196086839219411,"score_gpt":0.2831771333526418,"score_spread":0.2512162649604477,"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."}}