{"id":"W187880764","doi":"10.5957/mt1.2000.37.1.1","title":"Beyond Double Hull: River Tank Barge Conversion to Great Lakes Hazardous Chemical Service","year":2000,"lang":"en","type":"article","venue":"Marine Technology and SNAME News","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"BARGE; Engineering; Hazardous waste; Hull; tar (computing); Service (business); Coal tar; Coal; Civil engineering; Waste management; Marine engineering; Environmental science; Business; Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000453098,0.0002252923,0.0005015408,0.0006211955,0.0002448015,0.00007814557,0.0008063926,0.0003874712,0.007984326],"category_scores_gemma":[0.000123298,0.0001722568,0.0001090375,0.002305676,0.0002689724,0.0001878633,0.0005279979,0.0003122518,0.002314781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002826947,"about_ca_system_score_gemma":0.00002641656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005288213,"about_ca_topic_score_gemma":0.001121994,"domain_scores_codex":[0.9979059,0.00004609939,0.0004664629,0.0007309871,0.000460767,0.0003898191],"domain_scores_gemma":[0.9986255,0.0001414432,0.00008211698,0.000814088,0.0001619845,0.0001748523],"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":[0.0006541681,0.0001097684,0.1366759,0.00000782832,0.00007481265,0.0000993658,0.000427942,0.00006582437,0.001693863,0.004938911,0.02319856,0.8320531],"study_design_scores_gemma":[0.002616333,0.0002229036,0.01087119,0.00001245201,0.0001174341,0.0001461445,0.0006115196,0.002062042,0.006845659,0.1517878,0.8240823,0.0006241359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9351419,0.0001062127,0.0001248427,0.03569498,0.00007933124,0.0001661422,0.000009014846,0.0001852461,0.02849229],"genre_scores_gemma":[0.9712922,0.0003224593,0.002158372,0.002494047,0.0000637942,0.00001985327,0.00001668856,0.00001585755,0.02361674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8314289,"threshold_uncertainty_score":0.998462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939406813851682,"score_gpt":0.2844017288752698,"score_spread":0.265007660736753,"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."}}