{"id":"W4298314972","doi":"","title":"Competitiveness of Port-Cities: The Case of Marseille-Fos - France","year":2012,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Port (circuit theory); Business; Economic geography; Geography; Regional science; Agricultural economics; Economics; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.002456615,0.0002386148,0.0004046015,0.00008481203,0.0001047767,0.0000488169,0.0006621905,0.0001943349,0.0005613109],"category_scores_gemma":[0.0003203752,0.0002132939,0.0001613167,0.0001595189,0.0003886416,0.00005032976,0.0005441838,0.0004446938,0.000004863613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000334336,"about_ca_system_score_gemma":0.00008356478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002224335,"about_ca_topic_score_gemma":0.0006129617,"domain_scores_codex":[0.9978284,0.0009327274,0.0005679459,0.0002342255,0.0001984526,0.0002383018],"domain_scores_gemma":[0.9960132,0.0009949871,0.0003574981,0.001530724,0.001020147,0.00008341591],"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":[0.00002638413,0.001456466,0.02915191,0.008791266,0.0009483251,0.0002312568,0.04301934,0.01671809,0.002206784,0.7073157,0.002339334,0.1877951],"study_design_scores_gemma":[0.002807159,0.000002631328,0.07034743,0.01600405,0.001048417,0.001043551,0.004271773,0.3403203,0.183102,0.0154171,0.3613826,0.004252914],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2713069,0.01388443,0.369285,0.001562579,0.001410553,0.001212347,0.001286659,0.0004154823,0.339636],"genre_scores_gemma":[0.9905937,0.0008133471,0.005584679,0.00001615634,0.000025596,0.00003495033,0.0001665214,0.00004078303,0.002724254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7192868,"threshold_uncertainty_score":0.8697872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287002348814114,"score_gpt":0.2118334593675094,"score_spread":0.1989634358793683,"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."}}