{"id":"W2512854929","doi":"10.1002/cjce.22648","title":"Application of fractionated bleached pulp fibres on sodium alginate films","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Pulp (tooth); Scanning electron microscope; Composite material; Fractionation; Kraft paper; Sodium alginate; Sodium; Softwood; Chromatography; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001353002,0.000371169,0.0002796785,0.000230574,0.0001749547,0.0003172289,0.0001359589,0.0002283253,0.0006573736],"category_scores_gemma":[0.0001391395,0.0001613017,0.000258897,0.0001555406,0.0001389126,0.0002139622,0.0001473522,0.0003570544,0.0001521274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002680204,"about_ca_system_score_gemma":0.0001552964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001799486,"about_ca_topic_score_gemma":0.00402096,"domain_scores_codex":[0.9999276,0.000006076384,0.000005706439,0.00001768107,0.0000210879,0.00002181333],"domain_scores_gemma":[0.9998809,0.00002973436,0.00002450626,0.00001131305,0.0000294005,0.00002405134],"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":[0.00001451225,0.000003800539,0.00002192265,0.00002020461,0.000001516825,0.00001077722,0.00001043083,0.00002439027,0.9994072,0.000005965799,0.000002325482,0.0004769751],"study_design_scores_gemma":[0.000002641817,0.00009707854,0.001241509,0.000006942831,0.0000102944,0.00002768055,0.00001498451,0.0002163275,0.9980013,0.000005778353,0.0003727194,0.000002752977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996293,0.00118125,0.001512305,0.00002355247,0.00001374816,0.00002213966,0.00004202908,0.00003061955,0.0008813661],"genre_scores_gemma":[0.994941,0.0007366228,0.002704914,0.00002155872,0.000005226582,0.00001310571,0.00004906505,0.00001318051,0.001515317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001799486,"threshold_uncertainty_score":0.003578007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068424047543087,"score_gpt":0.2349018056218476,"score_spread":0.2242175651464167,"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."}}