{"id":"W4403215806","doi":"10.25071/2561-5467.1237","title":"Building Systems Integration Capabilities: The Role of the Royal Netherlands Navy in Constructing and Innovating Warships, 1945-2024","year":2024,"lang":"en","type":"article","venue":"The Northern Mariner / Le marin du nord","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Navy; Engineering; Aeronautics; Systems engineering; History; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004271468,0.0003695026,0.0001361562,0.001283356,0.002420374,0.006497747,0.0005332489,0.0009342079,0.003616802],"category_scores_gemma":[0.004062419,0.0003046458,0.0002757409,0.0009782959,0.005897872,0.003888933,0.004849847,0.001116162,0.0007892234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0113053,"about_ca_system_score_gemma":0.008474855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06408163,"about_ca_topic_score_gemma":0.07568984,"domain_scores_codex":[0.9972787,0.0007941506,0.0001316304,0.0002950919,0.0008936014,0.0006067979],"domain_scores_gemma":[0.9986313,0.0003524977,0.0002636941,0.0001041546,0.0003253251,0.0003230169],"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":[0.0002130473,0.0001293339,0.03380399,0.0006256754,0.0001010639,0.002514365,0.1329295,0.009355999,0.007888172,0.4996111,0.01000704,0.3028207],"study_design_scores_gemma":[0.00002194034,0.0002011844,0.04071333,0.0005306093,0.00003161869,0.0006369756,0.03589664,0.001963211,0.002781686,0.020757,0.8963898,0.00007601527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4805808,0.009519413,0.009133034,0.009185663,0.0002353706,0.0000789757,0.00009425294,0.00006302085,0.4911094],"genre_scores_gemma":[0.9590593,0.002622494,0.00365472,0.0003494629,0.00003120086,0.00003301095,0.00005908153,0.00003741237,0.0341532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06408163,"threshold_uncertainty_score":0.1274173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006816353698576749,"score_gpt":0.1918521511554505,"score_spread":0.1850357974568737,"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."}}