{"id":"W2372949716","doi":"","title":"Research on effect of batch beating and continuous drum beatingof waster paper on pulp quality","year":2002,"lang":"en","type":"article","venue":"China Pulp & Paper Industry","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deinking; Drum; Pulp (tooth); Pulp and paper industry; Environmental science; Waste paper; Waste management; Process engineering; Engineering; Mechanical engineering; Medicine; Dentistry","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":[0.001090634,0.0003913495,0.0004539058,0.0003854399,0.0004174019,0.0006252531,0.0005153988,0.0004156132,0.001929025],"category_scores_gemma":[0.001612069,0.0003178371,0.0005931539,0.0004959835,0.0002493264,0.0007175981,0.0002212971,0.0005366739,0.0002884188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005796189,"about_ca_system_score_gemma":0.0003231603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003712399,"about_ca_topic_score_gemma":0.005800373,"domain_scores_codex":[0.9989859,0.000173123,0.00008347507,0.0002103273,0.0004189546,0.0001282032],"domain_scores_gemma":[0.9976757,0.001231728,0.0003382943,0.0001408271,0.0004546676,0.0001588662],"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":[0.001704362,0.0004627534,0.007988944,0.00055598,0.0001106391,0.0001591026,0.0001166667,0.0008949236,0.9477205,0.00005292676,0.0001331277,0.04010009],"study_design_scores_gemma":[0.00004112933,0.003957985,0.03106509,0.00001551319,0.0001290699,0.0001493898,0.00008948515,0.001090651,0.962366,0.00002385473,0.001047374,0.00002436985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939986,0.003240734,0.001654663,0.00003414655,0.00002305694,0.00002275887,0.0000977148,0.00003999361,0.0008882702],"genre_scores_gemma":[0.9928657,0.001984841,0.003042715,0.00004052112,0.00001738021,0.00001459503,0.0002063169,0.00002566658,0.001802301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003712399,"threshold_uncertainty_score":0.007381558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03473412786517324,"score_gpt":0.305563671719335,"score_spread":0.2708295438541617,"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."}}