{"id":"W2425465010","doi":"","title":"Fibre Length Fractionation Caused by Pulp Screening, Slotted Screen Plates","year":2001,"lang":"en","type":"article","venue":"","topic":"Material Properties and Processing","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fractionation; Consistency (knowledge bases); Aperture (computer memory); Materials science; Mechanics; Composite material; Optics; Chemistry; Acoustics; Geometry; Physics; Mathematics; Chromatography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006179677,0.0001137372,0.00009561415,0.00004109616,0.0000969125,0.0001019179,0.00007137105,0.00007676284,0.001860749],"category_scores_gemma":[0.00001134473,0.0000992019,0.00002035159,0.0001012443,0.00001022156,0.0003395899,0.00001331212,0.00008081504,0.00007042511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002058924,"about_ca_system_score_gemma":0.00000445293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000242773,"about_ca_topic_score_gemma":0.00002178699,"domain_scores_codex":[0.9994298,0.000008967791,0.0001516633,0.0001133359,0.0001156849,0.0001805571],"domain_scores_gemma":[0.9997947,0.00001593494,0.00002022832,0.00008805891,0.00003164707,0.00004947144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001572204,0.00006342459,0.0038819,0.0002863648,0.0002559617,0.00001836936,0.0005762888,0.03642577,0.4548657,0.0003504024,0.2134502,0.2896684],"study_design_scores_gemma":[0.0007429486,0.00006121553,0.002492911,0.00007410544,0.00002115381,0.00001506698,0.0001785867,0.3070115,0.1282151,0.0001525581,0.5604594,0.0005754346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8318425,0.001168183,0.08288987,0.0007698755,0.0005059274,0.0002548008,0.00003487248,0.001937221,0.08059677],"genre_scores_gemma":[0.9953936,0.0001005943,0.0008747219,0.000115467,0.000142052,0.000005955294,0.00008905178,0.00003216202,0.003246343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3470093,"threshold_uncertainty_score":0.9990517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462039907364797,"score_gpt":0.2095590137147028,"score_spread":0.1949386146410549,"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."}}