{"id":"W2744673959","doi":"10.26522/vp.v8i1.378","title":"Immigration et affirmation : le cas des Africains en France","year":2011,"lang":"fr","type":"article","venue":"Voix Plurielles","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Immigration; Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001014063,0.0001660135,0.0001700861,0.0000775654,0.001083511,0.0001050477,0.0002103397,0.0002380754,0.0005807194],"category_scores_gemma":[0.000144443,0.000183209,0.0000965708,0.0004808375,0.0004538945,0.001092146,0.00003268788,0.000183068,0.0004920997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001449412,"about_ca_system_score_gemma":0.0004697904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.13543,"about_ca_topic_score_gemma":0.3016134,"domain_scores_codex":[0.9981265,0.0005098687,0.0003671319,0.0002682497,0.0003378098,0.0003904585],"domain_scores_gemma":[0.9991318,0.0001263179,0.0002016259,0.0001904722,0.0001876197,0.0001621688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009463263,0.0002045617,0.01801908,0.00009963984,0.00001762423,0.000002754291,0.5936961,0.00001613796,0.00004500699,0.3746476,0.009074879,0.004167079],"study_design_scores_gemma":[0.0004142949,0.0001851951,0.1973481,0.0001630509,0.00007586944,0.000004921007,0.03868949,0.0008233777,0.0008872655,0.1084762,0.6524466,0.0004856399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8704357,0.009856973,0.009927618,0.08053812,0.001937198,0.0005102055,0.0000585962,0.0001432828,0.02659237],"genre_scores_gemma":[0.9461988,0.01596295,0.002306625,0.000301971,0.000604527,0.00002253874,0.00002180091,0.00001795567,0.03456285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6433718,"threshold_uncertainty_score":0.8703272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03862355842564524,"score_gpt":0.3029972044359068,"score_spread":0.2643736460102616,"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."}}