{"id":"W4409219783","doi":"10.4000/13lo9","title":"« Tu kiffes mes tminiks » ?","year":2025,"lang":"fr","type":"article","venue":"Mondes & Migrations","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002983847,0.00018589,0.0002602404,0.00009516401,0.002328538,0.0001765518,0.0002785091,0.0002010767,0.0006826072],"category_scores_gemma":[0.000316787,0.000196216,0.0002075141,0.0009825885,0.001081353,0.0002344466,0.00009022133,0.0001878892,0.0002499417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003430218,"about_ca_system_score_gemma":0.0002965902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02182961,"about_ca_topic_score_gemma":0.1219004,"domain_scores_codex":[0.998432,0.0002225136,0.0002951494,0.0002711063,0.0002886651,0.0004905881],"domain_scores_gemma":[0.9991704,0.000319428,0.00007260278,0.0001828198,0.0001581546,0.0000966396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000114712,0.00009559988,0.001871309,0.00001520924,0.00008933534,0.000001827189,0.03252435,0.000007834447,0.0000207255,0.4814728,0.4715724,0.01232749],"study_design_scores_gemma":[0.000119308,0.00002383172,0.009322273,0.00007194667,0.0001184941,1.244701e-7,0.01645197,0.00006713813,0.00005686563,0.05433979,0.9192528,0.0001754385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01726465,0.336087,0.0009262307,0.1067531,0.006079203,0.0004218413,0.00007786671,0.0001664921,0.5322235],"genre_scores_gemma":[0.4909055,0.00519705,0.000424043,0.0009711028,0.0005373752,0.00006422513,0.000009642166,0.00000784747,0.5018832],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4736408,"threshold_uncertainty_score":0.9989703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03371363644551831,"score_gpt":0.2963473961377255,"score_spread":0.2626337596922071,"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."}}