{"id":"W4401961142","doi":"10.3390/su16177407","title":"Navigating Green Ship Recycling: A Systematic Review and Implications for Circularity and Sustainable Development","year":2024,"lang":"en","type":"review","venue":"Sustainability","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Circular economy; Remanufacturing; Reuse; Sustainability; Sustainable development; Resource efficiency; Harmony (color); Mindset; Business; Process (computing); Cornerstone; Eco-efficiency; Environmental economics; Engineering; Environmental resource management; Waste management; Economics; Manufacturing engineering; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001559293,0.0005375269,0.002255065,0.00007232007,0.0002202303,0.0000996137,0.0001803787,0.0001945568,0.000001039487],"category_scores_gemma":[0.00155848,0.0004405825,0.0002229199,0.0003865706,0.0000580766,0.00007920854,0.0003147296,0.0005460463,0.000001165938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009848129,"about_ca_system_score_gemma":0.0002655727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003488924,"about_ca_topic_score_gemma":0.00001057324,"domain_scores_codex":[0.9977862,0.00007380854,0.0009581241,0.0005270042,0.00008896302,0.0005659318],"domain_scores_gemma":[0.9985456,0.000376173,0.00009947359,0.0005075495,0.000353079,0.0001181236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[1.619726e-7,0.000005773026,0.00001077143,0.9269782,0.0002855296,0.000003875279,0.0001691735,0.000001280902,2.961904e-9,0.0016257,0.0000934189,0.07082606],"study_design_scores_gemma":[0.0001056967,0.00003057185,0.00007326533,0.4228633,0.01189439,0.00008089237,0.0003936051,0.0001262969,1.104949e-7,0.00809097,0.5550783,0.001262623],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001055274,0.9918998,0.001009071,0.0002247563,0.00004937421,0.006385117,0.00002259784,0.0003538635,0.00004482179],"genre_scores_gemma":[0.00009981284,0.9941984,0.0005295345,0.00001490097,0.00004763793,0.004664404,0.00005501927,0.00008842608,0.0003018349],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5549849,"threshold_uncertainty_score":0.9998046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02471269130606358,"score_gpt":0.3300676335062667,"score_spread":0.3053549422002031,"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."}}