{"id":"W1485154613","doi":"10.1002/9780470027318.a2209","title":"Pulp and Paper Matrices","year":2000,"lang":"en","type":"other","venue":"Encyclopedia of Analytical Chemistry","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Catalyst Paper (Canada)","funders":"","keywords":"Papermaking; Pulp (tooth); Process engineering; Raw material; Pulp and paper industry; Computer science; Biochemical engineering; Environmental science; Engineering; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003135402,0.001005777,0.0003727013,0.001461366,0.0009155693,0.001340005,0.0005942874,0.0005096607,0.03896058],"category_scores_gemma":[0.0004181329,0.0002528592,0.0002421575,0.001113617,0.0002447008,0.0008244402,0.0007830365,0.0008385685,0.01598113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003772502,"about_ca_system_score_gemma":0.0006166148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008713611,"about_ca_topic_score_gemma":0.00204703,"domain_scores_codex":[0.999335,0.00003609609,0.00002580149,0.0001856878,0.0003411964,0.00007610866],"domain_scores_gemma":[0.9997832,0.00004459561,0.00002506712,0.00001961018,0.00009735469,0.00003014999],"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":[0.0001869689,0.0001446646,0.0005705148,0.001093897,0.00003568613,0.0009246135,0.0001670422,0.0004688521,0.8803433,0.005958149,0.01102736,0.09907892],"study_design_scores_gemma":[0.00001575438,0.0001614235,0.001877271,0.0001437072,0.0000277527,0.0008062249,0.000211745,0.0005874241,0.594992,0.00173128,0.3994185,0.00002682846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2423555,0.03310779,0.07288258,0.001167479,0.002764357,0.002103748,0.0200919,0.002747188,0.6227795],"genre_scores_gemma":[0.4516706,0.02490525,0.06877312,0.001624102,0.0005166044,0.00135751,0.01685902,0.0006709956,0.4336229],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03896058,"threshold_uncertainty_score":0.1303361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009455022504140652,"score_gpt":0.258940776684748,"score_spread":0.2494857541806073,"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."}}