{"id":"W2331195600","doi":"10.2524/jtappij.57.534","title":"BTF Dilution Headbox System","year":2003,"lang":"en","type":"article","venue":"JAPAN TAPPI JOURNAL","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distributor; Head (geology); Cylinder head; Engineering; Dilution; Paper machine; Automotive engineering; Environmental science; Mechanical engineering; Petroleum engineering; Geology; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0007425717,0.0001023779,0.0001100138,0.00004791307,0.0002541765,0.00009357576,0.0001707873,0.00004896781,0.0004695068],"category_scores_gemma":[0.00003032457,0.00008358808,0.00007409453,0.0001490714,0.00005057311,0.0001829454,0.00004203056,0.0002036281,0.000501862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002444439,"about_ca_system_score_gemma":0.0000051328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002425117,"about_ca_topic_score_gemma":0.000003014498,"domain_scores_codex":[0.9989506,0.0001160858,0.0002300125,0.000153391,0.0003004178,0.0002495195],"domain_scores_gemma":[0.9995728,0.00001335397,0.0001262795,0.0001666439,0.000006067003,0.0001149144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000053691,0.0004753611,0.347665,0.0001154958,0.000134556,0.0001673783,0.001342119,0.004209124,0.02104745,0.01790275,0.3738187,0.2330684],"study_design_scores_gemma":[0.001202474,0.0004096087,0.08639251,0.0002915327,0.00008749965,0.001749141,0.00298144,0.002195621,0.008692568,0.004750355,0.8903814,0.000865862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6858249,0.00008847832,0.02097891,0.0002093884,0.0005523113,0.0001713547,5.763101e-7,0.0002203649,0.2919538],"genre_scores_gemma":[0.9935783,0.00004061306,0.003565361,0.0001007312,0.00009243855,0.00000489676,5.146144e-7,0.00001141491,0.002605696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5165627,"threshold_uncertainty_score":0.6450588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007174982594317034,"score_gpt":0.2068249260135491,"score_spread":0.1996499434192321,"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."}}