{"id":"W7015435435","doi":"","title":"Shifting Climate: The Ocean Shipping Industry's Efforts to Become More Sustainable","year":2013,"lang":"en","type":"article","venue":"Arizona State University Library Digital Repository (Arizona State University)","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bunker; Liquefied natural gas; Greenhouse gas; Fuel oil; Petroleum; Diesel fuel; Petroleum industry; Nautical mile; Environmental impact assessment; Sustainable development","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001239707,0.0004958781,0.0003561786,0.0003815913,0.001958181,0.0006638017,0.001458979,0.0002143996,0.001317652],"category_scores_gemma":[0.00002083043,0.0004781566,0.0002242205,0.001888464,0.0006002046,0.007541839,0.001906503,0.0007617926,0.000315503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004675205,"about_ca_system_score_gemma":0.0001665497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00185902,"about_ca_topic_score_gemma":0.00002636985,"domain_scores_codex":[0.9966031,0.0001107087,0.0003721854,0.0009605277,0.0005943779,0.001359085],"domain_scores_gemma":[0.997956,0.0001753169,0.0002185615,0.0007041522,0.00005551309,0.000890467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007897591,0.0009554596,0.8985479,0.0002124734,0.0002641824,0.009507027,0.007772472,0.01921245,0.0007426671,0.00688589,0.03830499,0.01680469],"study_design_scores_gemma":[0.001565623,0.0006123536,0.207145,0.0001614927,0.000119272,0.00007912421,0.0240314,0.001451517,0.0006864794,0.001094233,0.7610318,0.002021708],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7895991,0.000007209159,0.0002810816,0.001011372,0.00009901173,0.0007052571,0.0001001208,0.0003482776,0.2078486],"genre_scores_gemma":[0.8110907,0.000023012,0.0003048405,0.0002298622,0.00002299139,5.103644e-7,0.00006414316,0.00004893984,0.188215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7227268,"threshold_uncertainty_score":0.999767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003276149786778595,"score_gpt":0.1503350940092668,"score_spread":0.1470589442224882,"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."}}