{"id":"W2255712150","doi":"10.33915/etd.4943","title":"Coal Liquefaction Process Development","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coal; Liquefaction; Waste management; Commercialization; Coal liquefaction; Centrifuge; Engineering; Environmental science; Geotechnical engineering; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001380731,0.000715163,0.0006234085,0.001775172,0.0009084602,0.001274035,0.001125066,0.001087321,0.006110713],"category_scores_gemma":[0.001061612,0.000518117,0.0007345054,0.001906404,0.0003386824,0.001490968,0.0009291393,0.002187094,0.004345482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172728,"about_ca_system_score_gemma":0.001720617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002376731,"about_ca_topic_score_gemma":0.002436224,"domain_scores_codex":[0.9986577,0.00004812503,0.00009067404,0.0002193673,0.0008937325,0.00009036697],"domain_scores_gemma":[0.9992787,0.00004332448,0.00004244978,0.00005105782,0.0005310893,0.00005349645],"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":[0.0002367301,0.0006018546,0.001420706,0.002093571,0.00002701936,0.000540597,0.000316075,0.004836728,0.5806902,0.009798347,0.01074596,0.3886922],"study_design_scores_gemma":[0.00004357417,0.0004856368,0.001866556,0.0001414582,0.00002917216,0.0005990161,0.00007858955,0.007452954,0.722144,0.001038594,0.2660677,0.00005279046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2106243,0.03284942,0.5734866,0.002792137,0.001409987,0.004995423,0.005845053,0.006152325,0.1618448],"genre_scores_gemma":[0.4367097,0.03622076,0.3948608,0.001171869,0.0003383976,0.002145289,0.01178694,0.001123831,0.1156424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006110713,"threshold_uncertainty_score":0.02044243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163840576233743,"score_gpt":0.2719916629777795,"score_spread":0.2603532572154421,"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."}}