{"id":"W1532803441","doi":"10.15376/biores.5.3.1425-1435","title":"Novel use of waste keratin and cotton linter fibers for prototype tissue papers and their evaluation","year":2010,"lang":"en","type":"article","venue":"BioResources","topic":"Dyeing and Modifying Textile Fibers","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Materials science; Keratin; Pulp and paper industry; Ultimate tensile strength; Eucalyptus; Fiber; Composite material; Air permeability specific surface; Waste management; Layer (electronics); Botany","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":[0.0001563371,0.00009776793,0.0001038344,0.00004590652,0.00003711009,0.00004107744,0.00004004422,0.00007256556,0.00001105972],"category_scores_gemma":[0.00006236629,0.00007821904,0.00001871341,0.00002959328,0.000075269,0.00005118638,0.00001440984,0.00006773025,4.593709e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005399791,"about_ca_system_score_gemma":0.000005931331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000222391,"about_ca_topic_score_gemma":0.00004344475,"domain_scores_codex":[0.9995946,0.000007736169,0.0001100416,0.0001190397,0.00006591941,0.0001026293],"domain_scores_gemma":[0.9997047,0.00008289752,0.00002755113,0.0001087944,0.00003473116,0.00004136229],"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":[0.00004371109,0.00001406473,0.0004403063,0.0001787508,0.00004149317,8.910688e-8,0.004432266,0.001060914,0.905872,0.00004696986,0.000440203,0.08742917],"study_design_scores_gemma":[0.002080869,0.0005266113,0.00512547,0.0002406673,0.000104731,0.0000129072,0.001030539,0.3895136,0.4484388,0.0000867758,0.1522705,0.0005686472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998268,0.0000856441,0.0006453511,0.00003764546,0.0001248775,0.0005519141,0.00003038049,0.00005786218,0.0001983359],"genre_scores_gemma":[0.9957274,0.000007665356,0.00399066,0.00001418774,0.00005693418,0.00006683842,0.00001047237,0.00002034932,0.0001055045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4574333,"threshold_uncertainty_score":0.318968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02646572160807696,"score_gpt":0.2407342562816722,"score_spread":0.2142685346735953,"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."}}