{"id":"W1986641003","doi":"10.1002/cjce.5450780134","title":"Mixing of a lignin‐based slurry fuel","year":2000,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Kraft process; Kraft paper; Forestry; Pulp and paper industry; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001738457,0.0001177571,0.0001935815,0.0001221989,0.0000253135,0.0000244442,0.0002589498,0.00006801948,0.00008280481],"category_scores_gemma":[0.00004051406,0.00009992054,0.0001117167,0.0001739417,0.00003452519,0.0000632833,0.000003472122,0.0003120622,0.000003718458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00012364,"about_ca_system_score_gemma":0.0001383197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002562915,"about_ca_topic_score_gemma":0.0000887186,"domain_scores_codex":[0.9992409,0.000004758605,0.0003144169,0.00004901233,0.0001239477,0.0002670042],"domain_scores_gemma":[0.999458,0.00005984259,0.00003131293,0.0001305373,0.00004654312,0.0002737392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005024144,0.000004175289,0.00004491528,0.0001228275,0.0000689681,0.00004571635,0.0003621148,0.8057748,0.1897977,0.0003785766,0.0006424867,0.002752706],"study_design_scores_gemma":[0.0005187152,0.00002940472,0.0001051874,0.0003786245,0.00005142373,0.0001419128,0.0000124107,0.8367059,0.1564198,0.0001643016,0.005175647,0.0002967558],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955188,0.001453702,0.0007208895,0.0001323809,0.0002390322,0.00004588806,0.000007505058,0.00002793543,0.00185387],"genre_scores_gemma":[0.9985556,0.000007060486,0.001220976,0.00003343615,0.0001309842,9.381309e-7,0.000001010508,0.00003217017,0.00001783817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03337788,"threshold_uncertainty_score":0.4074641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003934705743489912,"score_gpt":0.1551610370196626,"score_spread":0.1512263312761727,"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."}}