{"id":"W2112757363","doi":"10.1002/aic.10902","title":"The sedimentation of papermaking fibers","year":2006,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; TRIUMF","keywords":"Papermaking; Settling; Suspension (topology); Pulp (tooth); Materials science; Permeability (electromagnetism); Mechanics; Composite material; Chromatography; Chemistry; Chemical engineering; Thermodynamics; Mathematics; Engineering; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001557352,0.00003732154,0.00003718054,0.00001670316,0.0001021144,0.00003367875,0.00004330769,0.000016707,0.00002272225],"category_scores_gemma":[0.00001039771,0.00002738919,0.00002373564,0.00006132632,0.00001315451,0.000109025,0.000001885232,0.00008842502,0.000005415744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003015381,"about_ca_system_score_gemma":0.00001082068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003476284,"about_ca_topic_score_gemma":0.0000109871,"domain_scores_codex":[0.9995911,0.00001623617,0.0001735729,0.000021679,0.0001091905,0.00008821427],"domain_scores_gemma":[0.9998105,0.00005651587,0.0000490792,0.00003739681,0.00003247643,0.00001409974],"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":[0.00003059476,0.00002659606,0.002806188,0.00002756508,0.00009988985,0.000003855503,0.002050186,0.1226981,0.7387133,0.008947272,0.07662545,0.04797102],"study_design_scores_gemma":[0.003237996,0.0003373075,0.1687812,0.0001439602,0.0001572427,0.000398866,0.003085922,0.1673379,0.5609076,0.03425328,0.06058912,0.0007695265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9153656,0.0009505699,0.06126507,0.0008736278,0.0008486808,0.0001075302,0.000002017734,0.00008734607,0.02049954],"genre_scores_gemma":[0.9986992,0.00007061242,0.0009684407,0.00003304027,0.00009940549,0.00000134218,0.000003126442,0.000006347547,0.0001184842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1778056,"threshold_uncertainty_score":0.1116899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003116152098310223,"score_gpt":0.1925772383725613,"score_spread":0.189461086274251,"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."}}