{"id":"W4319440361","doi":"10.3390/jrfm16020101","title":"Financing for a Sustainable Dry Bulk Shipping Industry: What Are the Potential Routes for Financial Innovation in Sustainability and Alternative Energy in the Dry Bulk Shipping Industry?","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Cambridge","keywords":"Finance; Business; Debt; Leverage (statistics); Equity (law); Greenhouse gas; Sustainability; Industrial organization","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003348392,0.0001838687,0.0002660098,0.00030914,0.0005354921,0.0001894549,0.0003022331,0.0002195039,0.000009472818],"category_scores_gemma":[0.0006594507,0.0001288884,0.00007067763,0.001304095,0.0001382393,0.000611892,0.0001836656,0.0006509912,1.830867e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002382098,"about_ca_system_score_gemma":0.00007792813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009755467,"about_ca_topic_score_gemma":0.0003756006,"domain_scores_codex":[0.9981627,0.00008826477,0.0006459983,0.0002948501,0.0003033278,0.0005048587],"domain_scores_gemma":[0.9990866,0.0002159162,0.0004111521,0.0001478262,0.00009261457,0.00004595733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006850861,0.000350958,0.2415494,0.0004247634,0.0000178599,0.0004090676,0.008094567,0.05329761,0.0000198005,0.0322659,0.0007886432,0.6620964],"study_design_scores_gemma":[0.001986662,0.0002659548,0.8487188,0.0003666824,0.0000591287,0.000005546463,0.0332886,0.008837363,0.00002538934,0.07592744,0.03022811,0.0002903843],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787492,0.0002613949,0.01818879,0.001786974,0.0001582974,0.0007641338,0.000007957748,0.000007231164,0.00007607855],"genre_scores_gemma":[0.9982615,0.0006746475,0.0002761128,0.0002562931,0.0001719263,0.0001049024,0.000004677842,0.00001078089,0.0002391276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.661806,"threshold_uncertainty_score":0.5255916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009190198879273309,"score_gpt":0.2319108172480091,"score_spread":0.2227206183687358,"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."}}