{"id":"W4417059268","doi":"10.1016/b978-0-443-27564-7.00008-9","title":"Valorization of livestock manure for bioenergy recovery","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Bioenergy; Manure; Livestock; Renewable energy; Production (economics); Biofuel","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":[0.0001557132,0.000275292,0.0001219539,0.0003865899,0.0002169514,0.0008679013,0.0004205584,0.0003881701,0.00591115],"category_scores_gemma":[0.0000795184,0.00008562979,0.0002276603,0.0005273756,0.0002105714,0.0005644076,0.0003222549,0.0004104686,0.00113658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004504504,"about_ca_system_score_gemma":0.0003168547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264098,"about_ca_topic_score_gemma":0.004125377,"domain_scores_codex":[0.999952,0.000007091987,0.000002483087,0.000008015158,0.00002200156,0.000008428163],"domain_scores_gemma":[0.9999806,0.00000690849,0.000003437352,0.00000272368,0.000004682898,0.000001683149],"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":[0.0001710125,0.000127981,0.0007416346,0.000828868,0.0000208437,0.0005633314,0.0001952015,0.001908651,0.2543572,0.03791609,0.008146413,0.6950228],"study_design_scores_gemma":[0.00001203902,0.0002461472,0.004085602,0.0004723243,0.00002886375,0.001283714,0.0003483017,0.002038446,0.1812853,0.0127018,0.7974831,0.00001426199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2069297,0.1257099,0.04208386,0.002480539,0.001847397,0.00008512652,0.0005642023,0.0003394191,0.6199599],"genre_scores_gemma":[0.3794861,0.05469313,0.02245042,0.0007542985,0.0001872212,0.00004149704,0.000432179,0.0001393125,0.5418159],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.00591115,"threshold_uncertainty_score":0.01977473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600115894538795,"score_gpt":0.209046670586854,"score_spread":0.193045511641466,"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."}}