{"id":"W2372361472","doi":"","title":"Dyes in Pulp and Paper Industry","year":2008,"lang":"en","type":"article","venue":"Dyestuffs and coloration","topic":"Dyeing and Modifying Textile Fibers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Pulp and paper industry; Pulp (tooth); Chemistry; Polymer science; Business; Biochemical engineering; Process engineering; Engineering; Dentistry","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":[0.0003058229,0.0003530426,0.0002655402,0.001370058,0.0008790683,0.00143333,0.0003893315,0.001006259,0.005299208],"category_scores_gemma":[0.0003134673,0.0001515921,0.0002155253,0.002298046,0.0007178232,0.001568394,0.000738708,0.0009724995,0.001428539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001302597,"about_ca_system_score_gemma":0.0009267074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001786464,"about_ca_topic_score_gemma":0.001950166,"domain_scores_codex":[0.9996384,0.00005497945,0.00002663602,0.00008150154,0.0001511949,0.00004714703],"domain_scores_gemma":[0.9998261,0.00003585912,0.00002026844,0.00001160577,0.00008622951,0.00001999764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001472901,0.0002628719,0.003163561,0.003921564,0.00002623789,0.001192953,0.001304011,0.00285142,0.04333276,0.3313981,0.02721361,0.5851856],"study_design_scores_gemma":[0.000005897781,0.0001618069,0.002525986,0.0005262705,0.00001696135,0.001076026,0.0004403056,0.0005764534,0.0127169,0.04322987,0.9386826,0.00004089053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03393383,0.6899809,0.01280979,0.004346165,0.003931385,0.00009710989,0.0001935143,0.0001338968,0.2545734],"genre_scores_gemma":[0.2904092,0.5487059,0.01404963,0.001785712,0.001864015,0.00008337246,0.0001837066,0.00003743012,0.142881],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005299208,"threshold_uncertainty_score":0.01772761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156400143803186,"score_gpt":0.191921677273872,"score_spread":0.1803576758358402,"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."}}