{"id":"W7132479655","doi":"","title":"A maritime sandbox: implications of the Carbon Intensity Indicator (CII) regulation on ice-classed ships","year":2024,"lang":"en","type":"article","venue":"NPARC","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; National Research Council Canada","funders":"Ocean Frontier Institute","keywords":"Sandbox (software development); Constraint (computer-aided design); Unintended consequences; Maritime industry; Environmental regulation; Intensity (physics)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007208779,0.0003631863,0.0002945072,0.0002418468,0.0006023291,0.001015206,0.0005407474,0.0005627252,0.001608171],"category_scores_gemma":[0.002082273,0.0001723215,0.0003583717,0.0003505403,0.0006056542,0.0008784357,0.000475872,0.0005052986,0.0001013384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002145221,"about_ca_system_score_gemma":0.001651201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07330253,"about_ca_topic_score_gemma":0.06995821,"domain_scores_codex":[0.9997107,0.0001358001,0.000008480303,0.00003293905,0.00006145103,0.00005052545],"domain_scores_gemma":[0.9991921,0.0004563342,0.00008569393,0.00006368833,0.0001395053,0.00006277094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003366972,0.0001350948,0.01663716,0.00003739474,0.00002195629,0.0002629144,0.0001068655,0.9620454,0.003268339,0.009010467,0.0006607612,0.007476838],"study_design_scores_gemma":[0.00004570272,0.0002917061,0.01292996,0.00002575077,0.00002460643,0.00003170052,0.0006281776,0.9782803,0.003735097,0.002351667,0.001631529,0.00002381868],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834428,0.00004818669,0.007231039,0.0002423149,0.00002022825,0.00006717391,0.0002544,0.00008237684,0.008611288],"genre_scores_gemma":[0.9964833,0.00005098068,0.002761753,0.00001384596,0.000001436536,0.00001508825,0.00007448652,0.00001111136,0.0005880282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07330253,"threshold_uncertainty_score":0.1457517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136268433561487,"score_gpt":0.2201245639132985,"score_spread":0.2087618795776836,"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."}}