{"id":"W2107738710","doi":"10.1115/rtdf2007-46013","title":"Improved Tank Car Safety Research","year":2007,"lang":"en","type":"article","venue":"","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hazardous waste; Rulemaking; Engineering; Transport engineering; Waste management","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":[],"consensus_categories":[],"category_scores_codex":[0.0005022828,0.00005363969,0.00007399221,0.00006508219,0.00009893108,0.00001045797,0.00006167639,0.00003926612,0.0000860539],"category_scores_gemma":[0.00002225361,0.00004447782,0.00002494596,0.0001549474,0.00003858071,0.00004691681,0.00002822014,0.0001826405,0.00009549082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007090711,"about_ca_system_score_gemma":0.000003445646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000609502,"about_ca_topic_score_gemma":0.0002040525,"domain_scores_codex":[0.9994379,0.00000799115,0.00007582076,0.00007690993,0.0001121412,0.0002892799],"domain_scores_gemma":[0.999695,0.0001012607,0.000002308134,0.0001203439,0.00003154638,0.00004954218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001763593,0.0001951612,0.002560606,0.0001838466,0.0005845321,0.0001014804,0.00479658,0.0008738802,0.4801068,0.01537844,0.1837388,0.3113035],"study_design_scores_gemma":[0.0008896558,0.0001977147,0.05255057,0.00002010447,0.000014153,0.00001878209,0.003779339,0.01724611,0.08387755,0.0003134497,0.8404896,0.0006029218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2143666,0.0004601747,0.007975261,0.0002525316,0.000518546,0.0001746315,0.000003231308,0.0006295147,0.7756195],"genre_scores_gemma":[0.9964646,0.00008315934,0.0007537808,0.00001604722,0.0001355439,0.000001065497,4.082728e-7,0.00001719942,0.002528181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.782098,"threshold_uncertainty_score":0.1813753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02858405046045559,"score_gpt":0.3007496738635132,"score_spread":0.2721656234030576,"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."}}