{"id":"W4394788137","doi":"10.4000/hommesmigrations.17042","title":"Soufiane Khaloua, La Vallée des Lazhars","year":2024,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Political and Social Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Political 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003972502,0.0001790227,0.0002037104,0.00006941042,0.0008582437,0.0005094165,0.0002126433,0.0002511558,0.001492416],"category_scores_gemma":[0.0002346851,0.0001781866,0.0002364017,0.0006971495,0.001802086,0.0004912573,0.00004795566,0.0002836435,0.002274399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156411,"about_ca_system_score_gemma":0.0003268115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01131819,"about_ca_topic_score_gemma":0.01847111,"domain_scores_codex":[0.9981611,0.000415808,0.0002477944,0.0002761183,0.0002952405,0.0006039478],"domain_scores_gemma":[0.9987236,0.000750153,0.00002372962,0.0001399577,0.00006845874,0.0002941301],"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":[8.337512e-7,0.0001114055,0.0002620089,0.00006333939,0.00006391475,0.00003679508,0.04603976,0.000002797071,0.00003582533,0.7621397,0.1263979,0.06484573],"study_design_scores_gemma":[0.0000450815,0.00002600129,0.001197582,0.0001591078,0.0001024837,0.000003614739,0.009453945,0.0001346793,0.00004056947,0.1507788,0.8378732,0.0001849472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09547537,0.5965674,0.0006953151,0.07755984,0.0028994,0.0002612348,0.0003042752,0.0004568658,0.2257803],"genre_scores_gemma":[0.6829679,0.002919337,0.0003688191,0.0003787249,0.001403397,0.00002610044,0.00001945471,0.00001957201,0.3118967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7114753,"threshold_uncertainty_score":0.9994392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0382348836798278,"score_gpt":0.3452336619395585,"score_spread":0.3069987782597307,"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."}}