{"id":"W7151067278","doi":"10.70675/a1bf5db7z7aa7z4af4z9c6fz27b325cf626b","title":"L'Immigration camerounaise en France : Le cas de la Région Parisienne (1980-2020)","year":2021,"lang":"","type":"dissertation","venue":"","topic":"Migration and Exile Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Gender relations; Diaspora","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001539733,0.0005825363,0.0007319195,0.0001513196,0.002229461,0.0005649696,0.0004045334,0.001020746,0.001716095],"category_scores_gemma":[0.0008290635,0.0006156816,0.0004269699,0.001188167,0.0003955234,0.000517724,0.00006227967,0.0007172474,0.0003151548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003162023,"about_ca_system_score_gemma":0.001661834,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07245629,"about_ca_topic_score_gemma":0.2227164,"domain_scores_codex":[0.9949996,0.001514943,0.0008808259,0.0009561654,0.0008857053,0.0007627382],"domain_scores_gemma":[0.9975049,0.0006652131,0.0005313299,0.0003686305,0.0006408143,0.0002890995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000112354,0.0006401485,0.01420492,0.0003212279,0.0003902691,0.00009125241,0.8099424,0.0001581592,0.002913668,0.09818822,0.04601537,0.02702196],"study_design_scores_gemma":[0.0006786457,0.0001083512,0.05110754,0.0002639337,0.0002298561,0.000009097379,0.6115866,0.001049338,0.002339005,0.001253355,0.330229,0.001145241],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7006259,0.008946644,0.003633548,0.0074422,0.003260168,0.001130722,0.00003395589,0.0002661037,0.2746608],"genre_scores_gemma":[0.8125945,0.0201286,0.0004662106,0.0003573883,0.0008296603,0.000155827,0.0005798823,0.00004453068,0.1648434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2842137,"threshold_uncertainty_score":0.9996294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006812432761648396,"score_gpt":0.3134110123215146,"score_spread":0.3065985795598662,"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."}}