{"id":"W7113503026","doi":"","title":"Charting New Waters: Adoption of AI across Dutch and Danish Ports","year":2025,"lang":"en","type":"article","venue":"VBN Forskningsportal (Aalborg Universitet)","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Value (mathematics); Port (circuit theory); Stakeholder; Narrative; Key (lock); Organizational culture; Danish; Line management","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":[0.0001143255,0.000174759,0.0002435172,0.0001236923,0.0000999448,0.00003683147,0.000111805,0.0001205497,0.0001272788],"category_scores_gemma":[0.00001777718,0.0001909747,0.00006315758,0.0002525042,0.00007582147,0.0002569243,0.00008706,0.0001774179,0.000005400505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004440358,"about_ca_system_score_gemma":0.00004120857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003214471,"about_ca_topic_score_gemma":0.00004632466,"domain_scores_codex":[0.9990777,0.000004996032,0.0002803724,0.0002056377,0.0001258132,0.0003054722],"domain_scores_gemma":[0.9995546,0.0000200572,0.00007594442,0.0001764949,0.0000620449,0.0001108151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001869039,0.0001728845,0.7733907,0.001772971,0.0007177909,0.0008590692,0.01230488,0.01187826,0.007477541,0.05953543,0.06997571,0.06172786],"study_design_scores_gemma":[0.006323503,0.0004421024,0.3442873,0.001790868,0.0008800971,0.0001383585,0.01904167,0.03534131,0.03055018,0.005429851,0.5526803,0.003094448],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713856,0.0002104005,0.007251895,0.0001180786,0.000338117,0.0001608258,0.00003112745,0.0002500225,0.02025394],"genre_scores_gemma":[0.9936267,0.00006209483,0.0006360573,0.00007331738,0.00004774824,5.636481e-7,0.00007993026,0.00002044324,0.005453209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4827046,"threshold_uncertainty_score":0.7787721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004271105267703315,"score_gpt":0.2065124560790516,"score_spread":0.2022413508113483,"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."}}