{"id":"W2603185683","doi":"","title":"Transport function vs. post-industrial identities: The urban restructuration of the Rhine river ports (1990-2010)","year":2013,"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":"Ministère des Transports","funders":"","keywords":"Port (circuit theory); Human settlement; Urbanization; Service (business); Typology; Function (biology); Urban planning; Economy; Business; Regional science; Geography; Economic geography; Civil engineering; Economics; Economic growth; 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":[0.001862101,0.0003069277,0.0003140547,0.00009709217,0.0002638997,0.0001767949,0.0009259962,0.0003768022,0.0005449067],"category_scores_gemma":[0.0004370054,0.0002238033,0.0002409228,0.0002146051,0.0003412093,0.0001459442,0.000331134,0.0008454021,0.00001284942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000864881,"about_ca_system_score_gemma":0.0001490006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003396184,"about_ca_topic_score_gemma":0.0009567806,"domain_scores_codex":[0.9972894,0.0009143243,0.0006988858,0.0003614126,0.0004822733,0.0002537344],"domain_scores_gemma":[0.996141,0.0003570901,0.0004314696,0.001845069,0.001144176,0.00008120755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002725918,0.001328294,0.1827694,0.003496578,0.002310926,0.00003716264,0.07959825,0.0524634,0.008721274,0.2922736,0.2399059,0.1368227],"study_design_scores_gemma":[0.001925757,0.000004073224,0.7674879,0.00309044,0.0008999628,0.00005165748,0.0004642084,0.07801735,0.02751003,0.03050382,0.08809753,0.001947235],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9035366,0.0008603975,0.04252791,0.005102489,0.005294549,0.001840514,0.0004150623,0.0004339561,0.03998858],"genre_scores_gemma":[0.9890412,0.0002638065,0.0007807923,0.00005231598,0.0001179553,0.00005323476,0.0006846327,0.00004863377,0.008957427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5847185,"threshold_uncertainty_score":0.9126436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01283530166874988,"score_gpt":0.182532980787691,"score_spread":0.1696976791189411,"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."}}