{"id":"W2965405084","doi":"10.32964/tj12.2.9","title":"Timber bamboo pulp","year":2013,"lang":"en","type":"article","venue":"TAPPI Journal","topic":"Bamboo properties and applications","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bamboo; Pulp (tooth); Pulp and paper industry; Hardwood; Papermaking; Kraft process; Kraft paper; Biomass (ecology); Fiber; Environmental science; Materials science; Composite material; Botany; Engineering; Agronomy; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007625788,0.0000594812,0.00006416539,0.000003543577,0.0002644133,0.000153488,0.0001665026,0.00003549593,0.01233273],"category_scores_gemma":[0.000006729336,0.00001682875,0.00005550279,0.00008354517,0.00002006511,0.0001355381,0.00002976319,0.0001371558,0.001650895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009560817,"about_ca_system_score_gemma":0.000003575631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001009594,"about_ca_topic_score_gemma":0.00001605691,"domain_scores_codex":[0.9994947,0.00001760957,0.0001251127,0.00008098056,0.0001028204,0.0001787657],"domain_scores_gemma":[0.9997214,0.00002049509,0.00004802527,0.00002765374,0.00006454475,0.0001178935],"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":[0.000004369184,0.00009674779,0.004727692,0.000001501291,0.00001761246,0.00000264185,0.00007224765,0.00000761344,0.3951836,0.0008852034,0.2307118,0.3682891],"study_design_scores_gemma":[0.00009158186,0.00009791216,0.1678543,0.000009843287,0.000006819118,0.0001706784,0.0003539143,0.0001715625,0.001304911,0.003681422,0.826089,0.0001680557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745266,0.0001208355,0.00001166988,0.01066977,0.00006644975,0.00008637309,0.000002067618,0.00002682196,0.01448941],"genre_scores_gemma":[0.9934699,0.00004480084,0.0002340316,0.0006706046,0.0005643246,0.00001531894,0.000002835217,4.773925e-7,0.004997684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5953773,"threshold_uncertainty_score":0.9991264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166518023053569,"score_gpt":0.18100495400468,"score_spread":0.1643531516993231,"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."}}