{"id":"W2552201800","doi":"10.3940/rina.ws.2007.04","title":"Concept Studies for a Joint Support Ship","year":2007,"lang":"en","type":"article","venue":"","topic":"Technology Assessment and Management","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Naval architecture; Navy; Systems engineering; Computer science; Operations research; Peacekeeping; Joint (building); Engineering; Engineering management; Marine engineering; Architectural engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001151205,0.00005808783,0.00008417924,0.00005294681,0.00002054125,0.000003972303,0.00004706973,0.00003352521,0.00006406888],"category_scores_gemma":[0.000008118448,0.00005039353,0.00002634692,0.0000410556,0.00002303048,0.00003334175,0.0000232938,0.00003508529,0.00001697377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002864671,"about_ca_system_score_gemma":0.00000165066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.101261e-7,"about_ca_topic_score_gemma":0.00001924432,"domain_scores_codex":[0.9996372,7.288795e-7,0.0001008628,0.00006326546,0.00003505613,0.000162867],"domain_scores_gemma":[0.9998599,0.00002193992,0.000007163863,0.00008321639,0.00001340288,0.00001435305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006515939,0.00003072627,0.0004628301,0.0001416707,0.0004408529,0.0000165787,0.0006517904,0.0002520133,0.002421223,0.3110399,0.6257376,0.05879835],"study_design_scores_gemma":[0.001644931,0.0003353418,0.006656494,0.00002109779,0.00009255587,0.000004103092,0.008207474,0.00222276,0.1251795,0.01737589,0.8376872,0.0005726882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03351605,0.0005548618,0.8836995,0.0008767086,0.0007448674,0.0005621701,0.000002663499,0.002402441,0.07764068],"genre_scores_gemma":[0.9846569,0.00002480085,0.01094369,0.0001231677,0.00003706399,0.00003163912,0.000003001099,0.000009585292,0.004170116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9511409,"threshold_uncertainty_score":0.2054988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04792225376594326,"score_gpt":0.3112417367300904,"score_spread":0.2633194829641471,"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."}}