{"id":"W2991233569","doi":"","title":"The Effect of Reducing Sail Height on the Performance of a Generic Diesel Submarine","year":2019,"lang":"en","type":"article","venue":"SNAME Maritime Convention","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Submarine; Marine engineering; Environmental science; Diesel fuel; Aeronautics; Engineering; Automotive engineering","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":[0.0008722828,0.0001244865,0.0001720544,0.00002367325,0.0001832087,0.00001154903,0.0002885998,0.00004710894,0.005566173],"category_scores_gemma":[0.00002652489,0.00006721052,0.0001212959,0.0002445297,0.0002346722,0.00007504904,0.00009304052,0.0001331752,0.0002153797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004370786,"about_ca_system_score_gemma":0.00000837096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000282146,"about_ca_topic_score_gemma":0.000008508964,"domain_scores_codex":[0.9988453,0.0001057644,0.0002943178,0.0002070784,0.0003282981,0.0002192125],"domain_scores_gemma":[0.9991816,0.0002067482,0.0001481123,0.0004146654,0.00001170259,0.00003713593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009530507,0.0003307473,0.7559676,0.0004651938,0.00008638666,0.000003604973,0.0002704075,0.007940185,0.07615595,0.00371426,0.002634818,0.1514778],"study_design_scores_gemma":[0.002000313,0.004857326,0.6592069,0.000566298,0.0001345987,0.0000148462,0.00008717783,0.1656744,0.1487856,0.0003657835,0.01772702,0.0005797452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673221,0.00006795213,0.00001928216,0.0001811496,0.0001403924,0.0003824476,0.000003267805,0.00001281386,0.03187062],"genre_scores_gemma":[0.9944719,0.00005612614,0.00003208157,0.00001598334,0.00001352138,0.00002146352,0.000006899093,0.00001013188,0.005371888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1577342,"threshold_uncertainty_score":0.9953429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004293551845391431,"score_gpt":0.1876749197676411,"score_spread":0.1833813679222497,"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."}}