{"id":"W2347131665","doi":"10.1080/00253359.2016.1169662","title":"Shaping the Royal Navy: Technology, authority and naval architecture, c. 1830–1906","year":2016,"lang":"en","type":"article","venue":"The Mariner s Mirror","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Huntsman Marine Science Centre","funders":"","keywords":"Navy; Architecture; Naval architecture; Aeronautics; Engineering; Telecommunications; Management; History; Political science; Marine engineering; Law; Archaeology; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000288337,0.0001667176,0.0001610045,0.00006553902,0.0005947243,0.00005719123,0.0004225136,0.00005862291,0.001774575],"category_scores_gemma":[0.00005044344,0.00006708701,0.00005850751,0.00003865607,0.001861094,0.00004375846,0.000873406,0.000260983,0.0001229853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009600012,"about_ca_system_score_gemma":0.000018116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002105243,"about_ca_topic_score_gemma":0.007805923,"domain_scores_codex":[0.9990505,0.00009023204,0.0001631069,0.0002386315,0.0001192041,0.0003383368],"domain_scores_gemma":[0.9993161,0.0001813004,0.00003953285,0.0003758818,0.0000456566,0.00004150222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007867653,0.00003115249,0.001826433,0.00001770607,0.00007027826,0.00001116376,0.005576391,1.562293e-7,0.0002680471,0.73274,0.002714108,0.2566659],"study_design_scores_gemma":[0.0003617654,0.0001177646,0.003388564,0.00002539012,0.0000389782,0.00003470002,0.0007334442,0.00004709366,0.0001576464,0.1395592,0.855342,0.0001934703],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7178655,0.0006282342,0.0001461197,0.08813325,0.0006435513,0.0004883836,0.00004760692,0.0003217757,0.1917255],"genre_scores_gemma":[0.9300084,0.00001671238,0.0001018319,0.000797723,0.0002781015,0.00005082517,0.00000229174,0.00001875396,0.06872535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8526279,"threshold_uncertainty_score":0.9991379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670810609615764,"score_gpt":0.2203574587884253,"score_spread":0.1936493526922677,"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."}}