{"id":"W4406778193","doi":"10.1002/cjce.25607","title":"Influence of clay metal minerals on the products of microwave pyrolysis of oil sludge","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Coal Combustion and Slurry Processing","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pyrolysis; Metal; Clay minerals; Microwave; Oil sludge; Materials science; Environmental science; Chemistry; Waste management; Mineralogy; Metallurgy; Organic chemistry; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001488432,0.0002622931,0.0001505617,0.0002409618,0.0001199605,0.0002799688,0.0001077508,0.0001527028,0.0004908653],"category_scores_gemma":[0.0002727154,0.0001226366,0.0002327221,0.0001040552,0.0001558768,0.0001609606,0.0001423747,0.0002151526,0.000107906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265611,"about_ca_system_score_gemma":0.00009049674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005953628,"about_ca_topic_score_gemma":0.0008044005,"domain_scores_codex":[0.9998749,0.00002286244,0.000008793466,0.00002328594,0.00003925092,0.00003086969],"domain_scores_gemma":[0.9998916,0.00002773222,0.00002889883,0.000006510653,0.0000252602,0.00002003051],"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":[0.0001356023,0.00001168197,0.0004047133,0.00004134505,0.000006854636,0.00003715114,0.00001691323,0.0001475104,0.9980618,0.00003016696,0.000009862594,0.001096251],"study_design_scores_gemma":[0.000004191037,0.0001247743,0.001601836,0.000003284931,0.00001077024,0.00002802561,0.00002180591,0.0007547218,0.9972082,0.00001045088,0.0002288301,0.000003070278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987552,0.0002408619,0.0004904529,0.000007693695,0.000005339018,0.00000423562,0.00002448171,0.00001106016,0.0004606447],"genre_scores_gemma":[0.9992396,0.0001189916,0.0002731791,0.000005613224,0.000001479733,0.000002532551,0.0000255114,0.000005372578,0.0003278342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005953628,"threshold_uncertainty_score":0.001642108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008600673089566907,"score_gpt":0.1919812984107483,"score_spread":0.1833806253211814,"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."}}