{"id":"W2046982019","doi":"10.1016/j.biortech.2009.01.009","title":"Effect of initial physical characteristics on sludge compost performance","year":2009,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Composting and Vermicomposting Techniques","field":"Agricultural and Biological Sciences","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Agence Nationale de la Recherche","keywords":"Compost; Particle size; Biodegradation; Airflow; Pulp and paper industry; Particle-size distribution; Green waste; Porosity; Environmental science; Moisture; Waste management; Wastewater; Organic matter; Materials science; Environmental engineering; Chemistry; Composite material; Engineering","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":[0.0001651747,0.0001763466,0.0003184353,0.00005453643,0.0001204384,0.00001150727,0.0003898308,0.0001656246,0.000009164158],"category_scores_gemma":[0.000102151,0.00007226138,0.00007828524,0.0003625594,0.0001531126,0.00001971806,0.00007643988,0.0002438686,0.00002147383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001634041,"about_ca_system_score_gemma":0.000002646982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007355019,"about_ca_topic_score_gemma":4.5533e-7,"domain_scores_codex":[0.9991098,0.00005942747,0.0001962641,0.0002444234,0.0001369557,0.0002531095],"domain_scores_gemma":[0.9994048,0.0002625823,0.0001347893,0.0001191777,0.0000387723,0.00003987625],"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":[0.0001642737,0.0001320024,0.01094558,0.000008157745,0.000003377143,0.000004359772,0.00001394485,3.258343e-7,0.4986328,0.000255961,0.00008696767,0.4897523],"study_design_scores_gemma":[0.0002773655,0.01809706,0.174625,0.0001526252,0.00002096456,0.00003645221,0.000009788557,0.0005016468,0.8005984,0.0002105404,0.00517241,0.0002976791],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997409,0.00001203988,0.000001204003,0.0008278873,0.00003737873,0.0001638071,0.00002171594,0.0006854412,0.0008414754],"genre_scores_gemma":[0.999628,0.000004797699,0.00006020761,0.00009719485,0.0001626023,0.000005720985,0.000027765,0.000001285899,0.00001243501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4894546,"threshold_uncertainty_score":0.2946734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007232785156268,"score_gpt":0.2708493381703745,"score_spread":0.2607770103188118,"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."}}