{"id":"W7098275576","doi":"","title":"Paper No. D18 Mulder 1 of 16 Improving the Performance of Shallow Draft Tugs in Northern Canada","year":2015,"lang":"en","type":"article","venue":"","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hull; Arctic; Stern; The arctic; Shipbuilding","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009231133,0.0003944761,0.0006366628,0.0009053745,0.002854245,0.001985014,0.0009208372,0.0003249785,0.0114341],"category_scores_gemma":[0.00158247,0.0001590085,0.000254617,0.00126919,0.0008061985,0.0005251847,0.0007536088,0.000444541,0.001716023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01194856,"about_ca_system_score_gemma":0.01512416,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8721601,"about_ca_topic_score_gemma":0.9570614,"domain_scores_codex":[0.999128,0.00004010174,0.00002401807,0.00007272311,0.0005370472,0.0001980317],"domain_scores_gemma":[0.9979316,0.00009696185,0.00005896635,0.0001083765,0.001530487,0.000273665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001864396,0.000665761,0.1346392,0.0005019187,0.0001177355,0.001237461,0.004224163,0.06890607,0.1084084,0.005092467,0.0863813,0.5879612],"study_design_scores_gemma":[0.0001332772,0.00240897,0.4829504,0.0002374045,0.0001396018,0.0004334527,0.01186414,0.06345262,0.1110317,0.001726315,0.3254313,0.0001908503],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9025136,0.0007567387,0.007714867,0.0005091638,0.0001747362,0.0002741964,0.001760861,0.0008663365,0.08542947],"genre_scores_gemma":[0.896486,0.0005418425,0.01037984,0.00007391669,0.00001780044,0.0000365018,0.002524411,0.0002523647,0.08968723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1278399,"threshold_uncertainty_score":0.2571855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279920357372172,"score_gpt":0.2292012157088556,"score_spread":0.2064020121351339,"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."}}