{"id":"W1608392534","doi":"10.22092/ijwpr.2014.7621","title":"Evaluation of the refining effects on the properties of transparent paper produced from bagasse fiber","year":2014,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Material Properties and Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refining (metallurgy); Bagasse; Fiber; Materials science; Pulp and paper industry; Process engineering; Composite material; Metallurgy; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003078522,0.0003483443,0.0001912735,0.0003092643,0.0001913196,0.0003173656,0.000160033,0.0002359297,0.0009227216],"category_scores_gemma":[0.0007157367,0.0001751103,0.0003198049,0.0003576722,0.0001780184,0.0003996432,0.000169304,0.0004430094,0.0001613084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595362,"about_ca_system_score_gemma":0.0001411318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000898744,"about_ca_topic_score_gemma":0.001993734,"domain_scores_codex":[0.9997374,0.00003229178,0.00002261731,0.00004054997,0.0001248814,0.00004210759],"domain_scores_gemma":[0.9994654,0.0001629465,0.0001546882,0.00004425838,0.0001239522,0.0000488517],"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":[0.0001425636,0.0000276923,0.0009184194,0.00007698574,0.000009976095,0.00007836165,0.00004645578,0.0001481808,0.9962288,0.00001685374,0.000006907024,0.002298838],"study_design_scores_gemma":[0.000002618084,0.0006782021,0.01750185,0.000005858587,0.00003107201,0.00009905478,0.00006185315,0.0001870898,0.9808899,0.00001464472,0.0005193575,0.000008522885],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997551,0.0007353073,0.0008739771,0.00001031202,0.000006014389,0.00001623091,0.0001034582,0.00001192254,0.0006916953],"genre_scores_gemma":[0.9960146,0.0007677352,0.001885958,0.00001548801,0.000004379747,0.000009466473,0.0001568583,0.00001916816,0.001126287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009227216,"threshold_uncertainty_score":0.003086746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3061825154554367,"score_gpt":0.4604410336579227,"score_spread":0.154258518202486,"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."}}