{"id":"W2225469077","doi":"","title":"Productivite urbaine: qui profite des economies d'agglomeration?","year":2013,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Regional Economics and Spatial Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005082763,0.001199714,0.002865175,0.002365976,0.0008486558,0.001435689,0.001876287,0.001250177,0.002383561],"category_scores_gemma":[0.0009365678,0.001604836,0.001114054,0.0006361825,0.002127451,0.001348855,0.001750445,0.002725142,0.001739926],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004549568,"about_ca_system_score_gemma":0.0006913559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00474783,"about_ca_topic_score_gemma":0.004181553,"domain_scores_codex":[0.9892861,0.0004048877,0.003878207,0.003778672,0.0001690403,0.002483127],"domain_scores_gemma":[0.9937938,0.0007535755,0.001773351,0.002619337,0.0004276457,0.0006322979],"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":[0.0002179413,0.001308626,0.2780194,0.0009302667,0.001899152,0.00004301457,0.002854263,0.1154182,0.00007067692,0.3861339,0.00114953,0.2119551],"study_design_scores_gemma":[0.002071001,0.0004887316,0.1236213,0.0006149854,0.00006865826,0.00004687284,0.001507463,0.2300912,0.0001702826,0.2174524,0.4204042,0.003462929],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8703073,0.005028513,0.0000652196,0.01141965,0.002153881,0.002496538,0.0006823288,0.0000651138,0.1077815],"genre_scores_gemma":[0.8060225,0.09971143,0.004324652,0.0003359929,0.001961631,0.001950649,0.00051751,0.0003238301,0.08485182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4192546,"threshold_uncertainty_score":0.9996009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03924025463155266,"score_gpt":0.2733176686867448,"score_spread":0.2340774140551921,"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."}}