{"id":"W1490406556","doi":"10.15376/biores.6.4.5099-5109","title":"Use of a dynamic sheet former (DSF) to examine the effect of filler addition and white water recirculation on fine papers containing high-yield pulp","year":2011,"lang":"en","type":"article","venue":"BioResources","topic":"Material Properties and Processing","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"FPInnovations; University of New Brunswick","funders":"","keywords":"Filler (materials); Pulp (tooth); Materials science; Yield (engineering); Composite material; Pulp and paper industry; Engineering; Dentistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.000121597,0.00009965695,0.0001408681,0.00004888183,0.00003980562,0.00002000341,0.00004802353,0.00004780947,0.0003268927],"category_scores_gemma":[0.00003172211,0.00005235639,0.00002121949,0.00004160681,0.00002851346,0.00007227703,0.00002025029,0.00003805906,0.000002438543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008461285,"about_ca_system_score_gemma":8.579295e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001087916,"about_ca_topic_score_gemma":0.00002661694,"domain_scores_codex":[0.9995368,0.00002529414,0.0001583239,0.00009032115,0.00007584388,0.0001134167],"domain_scores_gemma":[0.9997668,0.00005884159,0.00003158876,0.0001041343,0.00001473168,0.00002389757],"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":[0.001075234,0.00001418549,0.004296759,0.0006863525,0.00009919623,0.00000188378,0.009782202,0.006875538,0.9003949,0.00001764218,0.0002266804,0.0765295],"study_design_scores_gemma":[0.0007270692,0.002316329,0.1339635,0.0009017485,0.0001010787,0.000004592934,0.0002706735,0.01678181,0.8405096,0.00002202104,0.00397565,0.0004259659],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990808,0.00004561048,0.00005624097,0.00002786368,0.00007027698,0.0001543242,0.00001909845,0.00002843393,0.000517296],"genre_scores_gemma":[0.999765,0.000006853061,0.00008602734,0.00002179298,0.00002428456,0.00001370452,0.00001932182,0.00001583689,0.00004712288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1296667,"threshold_uncertainty_score":0.3579246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02195261411737551,"score_gpt":0.184041904277676,"score_spread":0.1620892901603005,"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."}}