{"id":"W2528382272","doi":"","title":"Francophonie et mondialisation","year":2011,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"European Socioeconomic and Political Studies","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","funders":"","keywords":"Business","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006917629,0.0004683885,0.000835144,0.0001726156,0.0004627483,0.0003444293,0.001059555,0.0004375919,0.002705613],"category_scores_gemma":[0.001462058,0.0006346234,0.0004515214,0.0002019544,0.0006215179,0.0002448897,0.001180451,0.0008464002,0.004128411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003143218,"about_ca_system_score_gemma":0.0001200386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00724425,"about_ca_topic_score_gemma":0.001167973,"domain_scores_codex":[0.994231,0.002736211,0.001236357,0.001102276,0.00008688618,0.0006072713],"domain_scores_gemma":[0.9949489,0.001377434,0.001091673,0.001678575,0.0006586348,0.0002447306],"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":[0.000006237804,0.0003436236,0.02048995,0.0001068281,0.0001667557,0.000002562493,0.02065664,0.00001967468,0.000008073198,0.9463979,0.003168393,0.008633339],"study_design_scores_gemma":[0.0009666927,0.000001100214,0.1083505,0.001024004,0.00005905685,0.000005693886,0.0003785775,0.002239478,0.001278488,0.2284309,0.6561223,0.001143163],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1565244,0.01276778,0.06528103,0.0203195,0.001766569,0.0004523782,0.0005877289,0.0001449704,0.7421557],"genre_scores_gemma":[0.8193648,0.01300553,0.02562278,0.001064983,0.0001563255,0.00008671045,0.0005211132,0.0001239046,0.1400538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.717967,"threshold_uncertainty_score":0.9996105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03166158881725415,"score_gpt":0.217386021483054,"score_spread":0.1857244326657999,"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."}}