{"id":"W4392007212","doi":"10.33175/mtr.2024.270844","title":"Acknowledgement to Reviewers of Maritime Technology and Research in 2023","year":2024,"lang":"en","type":"article","venue":"Maritime Technology and Research","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acknowledgement; Engineering; Environmental science; Computer science; Computer security","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":[0.003790508,0.0001628328,0.0003587863,0.0071761,0.000151386,0.00005934967,0.000383534,0.0006158029,0.0005073585],"category_scores_gemma":[0.0004668622,0.0001648407,0.0000291737,0.007878684,0.001054725,0.00008850098,0.0008022701,0.001956794,0.0003623825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318206,"about_ca_system_score_gemma":0.00007121956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003718118,"about_ca_topic_score_gemma":0.00007738246,"domain_scores_codex":[0.9977233,0.0001659295,0.0004151773,0.000501861,0.0004292859,0.0007644692],"domain_scores_gemma":[0.9987394,0.0003661204,0.000008559838,0.0004319802,0.0003321327,0.000121789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005181148,0.0001163293,0.006655558,0.003490968,0.0001027135,0.0003161554,0.0002384559,0.00001974374,0.00854948,0.2325234,0.02989488,0.7180405],"study_design_scores_gemma":[0.001091474,0.0006841228,0.005119244,0.003618754,0.00001972908,0.000147197,0.00128053,0.01207092,0.01106074,0.1542487,0.8099978,0.0006607623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5113837,0.1745575,0.0007286172,0.08335234,0.0008738977,0.005059741,0.0001417757,0.002537282,0.2213652],"genre_scores_gemma":[0.9858252,0.006844065,0.001293052,0.00002098218,0.00005055005,0.0003310445,0.00001100462,0.00004580889,0.005578275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7801029,"threshold_uncertainty_score":0.8501406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741782694019416,"score_gpt":0.367515411208522,"score_spread":0.3300975842683278,"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."}}