{"id":"W2092192143","doi":"10.1002/cjce.22149","title":"Variables affecting specific energy requirements for repulping","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Material Properties and Processing","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pulp (tooth); Corrugated fiberboard; Specific energy; Spinning; Rotor (electric); Kraft paper; Energy consumption; Shaker; Materials science; Mathematics; Engineering; Environmental science; Pulp and paper industry; Mechanical engineering; Acoustics; Electrical engineering; Physics; Thermodynamics","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":[0.0004247264,0.0001146296,0.0001701431,0.00007137822,0.00008421845,0.0001206177,0.0002168481,0.00005821115,0.00002251272],"category_scores_gemma":[0.0001451092,0.00008877483,0.0000616999,0.00008176751,0.00001780282,0.0001064382,0.000007825884,0.0001372065,6.672626e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001281781,"about_ca_system_score_gemma":0.00004313613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001588481,"about_ca_topic_score_gemma":0.00002461325,"domain_scores_codex":[0.9992659,0.000007925917,0.0002773189,0.00006254298,0.00008582155,0.0003004688],"domain_scores_gemma":[0.999508,0.00008440322,0.00005286906,0.0001039271,0.00005727445,0.0001935313],"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":[0.00001591114,0.000002329226,0.00001292496,0.0003272414,0.00008438118,0.000005677606,0.000363599,0.1961862,0.7806591,0.003172552,0.00169003,0.01748],"study_design_scores_gemma":[0.0004869139,0.00004606707,0.000008551405,0.0005684033,0.00003647031,0.0001226587,0.00001946446,0.2483665,0.6227644,0.001281476,0.1259251,0.0003740044],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6969514,0.004590134,0.2891501,0.0005248971,0.004904261,0.0002057031,0.000009102101,0.0001784727,0.003485857],"genre_scores_gemma":[0.9966955,0.000005180648,0.002326511,0.0000404833,0.0008785023,0.000002429123,0.000001156679,0.00003804076,0.00001219869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2997441,"threshold_uncertainty_score":0.3620133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375702739159709,"score_gpt":0.1784488819836226,"score_spread":0.1646918545920255,"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."}}