{"id":"W2093584378","doi":"10.1081/wct-200026572","title":"Fluorescent Labeling of Lignin in the Wood Pulp Fiber Wall","year":2004,"lang":"en","type":"article","venue":"Journal of Wood Chemistry and Technology","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of New Brunswick","funders":"","keywords":"Lignin; Pulp (tooth); Acridine orange; Chemistry; Fluorescence; Confocal; Staining; Confocal laser scanning microscopy; Fluorescence microscope; Pulp and paper industry; Biophysics; Biochemistry; Pathology; Organic chemistry; Biology","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":[0.0001485488,0.0001206929,0.0002265207,0.00004907472,0.00001985904,0.000009746887,0.0002949268,0.0002420601,0.000006979189],"category_scores_gemma":[0.00003013019,0.00009175175,0.00004847738,0.0002439046,0.00008014547,0.00004332273,0.00003215759,0.0005344161,0.00000120329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003823725,"about_ca_system_score_gemma":0.00003137246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000136909,"about_ca_topic_score_gemma":5.789964e-7,"domain_scores_codex":[0.9992363,0.000003900487,0.0003725353,0.000080493,0.0001268,0.0001799597],"domain_scores_gemma":[0.999612,0.00002430311,0.0001092904,0.0001668198,0.00005091062,0.00003661423],"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":[0.000003641078,0.00008193104,0.0001743732,0.0001891284,0.00004876823,0.00006936406,0.0001737756,0.0001346469,0.9976888,0.00004719681,0.0007305577,0.0006577803],"study_design_scores_gemma":[0.000776994,0.00003676796,0.000006286267,0.0001746007,0.0000223448,0.0004930327,0.00045907,0.00001114411,0.9955046,0.001595496,0.0008294194,0.0000902718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948593,0.00222345,0.000003757079,0.000994126,0.00004255376,0.00002950968,0.000001756787,0.00003051139,0.001815011],"genre_scores_gemma":[0.9986821,0.0003186583,0.0008666737,0.00001715958,0.00007501123,0.000002038471,8.574452e-7,0.00001109273,0.00002637899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003822805,"threshold_uncertainty_score":0.3741527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004137643465803574,"score_gpt":0.1901748796625568,"score_spread":0.1860372361967532,"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."}}