{"id":"W6982936904","doi":"","title":"Langue, Intégration, Immigration : perspective croisée France, Belgique, Suisse et Québec","year":2024,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Immigration; Field (mathematics); Government (linguistics); Context (archaeology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009389897,0.0005886012,0.0006798941,0.003663677,0.005848774,0.005248029,0.0005659189,0.0009704609,0.01260967],"category_scores_gemma":[0.0008895615,0.0002087598,0.0006568363,0.006372634,0.003150792,0.001882276,0.00142145,0.002440911,0.0006536418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04400419,"about_ca_system_score_gemma":0.03963672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9794008,"about_ca_topic_score_gemma":0.9831926,"domain_scores_codex":[0.9991655,0.0001786894,0.00002139892,0.00007601373,0.0001224946,0.0004358516],"domain_scores_gemma":[0.9993588,0.00009549088,0.00005949197,0.00000998138,0.0002921068,0.0001840966],"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":[0.000839374,0.0003144895,0.1363154,0.002035177,0.0005882022,0.003675775,0.04743487,0.004576046,0.002566945,0.3631644,0.118117,0.3203723],"study_design_scores_gemma":[0.0000330213,0.0001220144,0.3702568,0.002324796,0.0001274525,0.0007400669,0.05757755,0.0006561136,0.0002322277,0.003586545,0.5642402,0.0001031908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3377482,0.2723385,0.001856861,0.07104717,0.002273025,0.00009228146,0.004399092,0.0001088152,0.310136],"genre_scores_gemma":[0.8245971,0.09198344,0.001323027,0.00435433,0.0004617801,0.00005327716,0.001041282,0.00006671729,0.07611899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04400419,"threshold_uncertainty_score":0.3192742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007627721189217133,"score_gpt":0.2356130343627308,"score_spread":0.2279853131735136,"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."}}