{"id":"W4297156197","doi":"","title":"Analytical methodology for assessing similarities/differences between Ports","year":2022,"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":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007271877,0.0007743399,0.0008242732,0.01366548,0.001265728,0.00322955,0.001817422,0.0009090157,0.006546719],"category_scores_gemma":[0.03575207,0.0003536199,0.001059216,0.01349993,0.001334388,0.002860002,0.001915595,0.0009746691,0.001701078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000988676,"about_ca_system_score_gemma":0.002436063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002493891,"about_ca_topic_score_gemma":0.002063625,"domain_scores_codex":[0.9907353,0.003007995,0.0008957757,0.001418115,0.003549172,0.0003936789],"domain_scores_gemma":[0.9678073,0.01893328,0.003433316,0.00262081,0.006630446,0.0005748267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004901994,0.0005709704,0.1125121,0.001264884,0.0005143497,0.0008202526,0.004379295,0.02793976,0.02425592,0.1332711,0.005413921,0.6885672],"study_design_scores_gemma":[0.0001015192,0.001304294,0.1371552,0.0008351441,0.0007639042,0.003245604,0.01914379,0.4391792,0.04766695,0.2791858,0.07109813,0.0003203525],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06989813,0.0002873971,0.9175748,0.00009662799,0.00005478717,0.0006739033,0.001627074,0.0006016158,0.009185653],"genre_scores_gemma":[0.3282004,0.0002433031,0.6663514,0.00005609501,0.00005619761,0.001024781,0.001694012,0.0001177801,0.002256027],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01366548,"threshold_uncertainty_score":0.03845781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08396968509716325,"score_gpt":0.3030138074641669,"score_spread":0.2190441223670037,"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."}}