{"id":"W3187014324","doi":"10.25071/2561-5467.10","title":"Research Organisations in British Shipbuilding and Large Marine Engine Manufacture (Part II)","year":2021,"lang":"fr","type":"article","venue":"The Northern Mariner / Le marin du nord","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shipbuilding; Marine research; Suite; Humanities; Engineering; Political science; History; Art; Archaeology; Oceanography; Geology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001570697,0.0001558049,0.000138954,0.003206399,0.00529923,0.003263197,0.0005521278,0.0007715005,0.0141195],"category_scores_gemma":[0.003959192,0.0003775906,0.0001004183,0.008162187,0.003964335,0.001589213,0.001762222,0.0007567612,0.00087513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01276322,"about_ca_system_score_gemma":0.0106149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3441243,"about_ca_topic_score_gemma":0.6143582,"domain_scores_codex":[0.9984425,0.0004594232,0.00008289069,0.0001545592,0.0003647555,0.0004958653],"domain_scores_gemma":[0.9942896,0.00246391,0.001198158,0.0002262898,0.000960471,0.0008615668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002681412,0.0001747749,0.1277667,0.001548444,0.00003499972,0.00316061,0.5254717,0.0003990136,0.002705066,0.1237529,0.03557792,0.1791399],"study_design_scores_gemma":[0.000005262415,0.00007711742,0.3513806,0.0005063005,0.0000077233,0.0003078613,0.157101,0.00003840148,0.0003476473,0.0008342458,0.4893676,0.00002627852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7769713,0.02627091,0.0002936927,0.01096179,0.0004581558,0.00006299464,0.0006146359,0.00002046914,0.1843459],"genre_scores_gemma":[0.8934796,0.0159514,0.0002797391,0.0006537319,0.0001301505,0.00004375335,0.0003553448,0.00001749844,0.08908868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9947008,"threshold_uncertainty_score":0.6842426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475903569196832,"score_gpt":0.2360669178956141,"score_spread":0.2113078822036458,"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."}}