{"id":"W4250512671","doi":"10.22215/etd/2009-06671","title":"Experimental and numerical investigations for the development of safe transportation of hazardous materials","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Hazardous waste; Engineering; Operations research; Waste management","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00005436318,0.0001013121,0.0001644635,0.00006432596,0.00004236442,0.000009893626,0.00005024808,0.00007124041,0.0001089959],"category_scores_gemma":[0.0000135861,0.00008162506,0.00002534135,0.00007134349,0.00001388766,0.0000441758,8.2428e-7,0.00002853666,6.382751e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001296582,"about_ca_system_score_gemma":0.00005993592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004700652,"about_ca_topic_score_gemma":0.00004347371,"domain_scores_codex":[0.9993519,0.000003851411,0.0004038517,0.00007607757,0.0001108827,0.00005348543],"domain_scores_gemma":[0.9996977,0.00005368865,0.00008782287,0.00005248821,0.0000868221,0.00002151555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002021614,0.0001836107,0.00005603839,0.002904619,0.0002901653,2.130577e-7,0.02370553,0.005089788,0.8986825,0.01349335,0.001820712,0.05357129],"study_design_scores_gemma":[0.0001902717,0.00001947838,0.007676926,0.00005043869,0.00002958257,1.933317e-7,0.001410841,0.0005124275,0.9888757,0.000171961,0.000964936,0.00009717586],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334486,0.001322979,0.06195619,0.00004567137,0.0004477286,0.0007341378,0.00008336603,0.0001044017,0.001856888],"genre_scores_gemma":[0.9901404,0.00001569734,0.00865088,0.00001038682,0.00001137738,0.00008043672,0.0007150571,0.00001373634,0.0003620699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09019325,"threshold_uncertainty_score":0.3328573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519974682557448,"score_gpt":0.261607271514383,"score_spread":0.2464075246888085,"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."}}