{"id":"W7096641306","doi":"","title":"Characterization and potential utilization of recycled paper mill sludge. Pulp and paper","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulp (tooth); Municipal solid waste; Mill; Pulp mill; Paper mill; Tonne; Co-processing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004025931,0.0004074111,0.0003487487,0.0008656778,0.0003906511,0.0009296497,0.0003821358,0.0006901014,0.000841527],"category_scores_gemma":[0.0005011191,0.0001355022,0.0003627731,0.0006024531,0.0002979332,0.0004698313,0.0001785496,0.0004227569,0.0006002706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003980476,"about_ca_system_score_gemma":0.0004546968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001466074,"about_ca_topic_score_gemma":0.00206189,"domain_scores_codex":[0.999521,0.0000551387,0.00004246477,0.00009155942,0.0002474546,0.00004241773],"domain_scores_gemma":[0.9997441,0.00005470689,0.00003792755,0.0000175278,0.0001148687,0.0000309142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001582825,0.00009424936,0.001679407,0.0001249347,0.000008028717,0.0001102934,0.00005247728,0.0003725941,0.9905606,0.000052367,0.0000623025,0.006724472],"study_design_scores_gemma":[0.000007348482,0.0002914476,0.008401115,0.00001433464,0.00001604655,0.0002094825,0.0001268343,0.001526717,0.9873497,0.00006070273,0.001986333,0.00001007841],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892819,0.001885906,0.00473649,0.00007832313,0.00005454711,0.00006830761,0.001471132,0.00006348095,0.002359913],"genre_scores_gemma":[0.9882746,0.001493647,0.005216268,0.00007397246,0.00001466173,0.00003772671,0.001585792,0.00004786705,0.003255521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001466074,"threshold_uncertainty_score":0.002915144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647275717969998,"score_gpt":0.2653339556365208,"score_spread":0.2488611984568209,"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."}}