{"id":"W6959506808","doi":"10.1021/es101210k.s001","title":"Calculator Tool for Determining Greenhouse Gas Emissions for Biosolids Processing and End Use","year":2016,"lang":"en","type":"dataset","venue":"Figshare","topic":"Legal and Regulatory Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosolids; Greenhouse gas; Calculator; Methane emissions; Combustion; Anaerobic digestion; Greenhouse","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000145117,0.0002462492,0.0003490082,0.0001147059,0.001223258,0.0003736429,0.0003301544,0.0004679964,0.0101722],"category_scores_gemma":[0.002740492,0.0001769152,0.0002264634,0.0001420994,0.00006161578,0.0004127269,0.0001100381,0.0001175599,0.00003516906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006468403,"about_ca_system_score_gemma":0.0004748891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008162653,"about_ca_topic_score_gemma":0.0006538593,"domain_scores_codex":[0.9985185,0.00005356126,0.0002632544,0.0004588997,0.0002609149,0.0004449199],"domain_scores_gemma":[0.998563,0.0005068135,0.0002564569,0.0002565001,0.0001962327,0.0002210344],"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":[0.000009668502,0.00001492823,0.000006475334,0.0004419129,0.00003668144,0.000004036801,0.0001809925,2.33642e-7,0.00000796691,0.000002953033,0.9910931,0.008201065],"study_design_scores_gemma":[0.0002296466,0.00003190634,0.00001839726,0.002073191,0.0001357616,0.000001464574,0.00004568792,0.00003812187,0.00003144761,0.00003753356,0.9970232,0.0003336399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007692185,0.0002004077,0.000005522298,0.0001728176,0.00007534179,0.0006225642,0.9987782,0.00005377939,0.00001442513],"genre_scores_gemma":[0.0002658283,0.00001984646,0.0001393371,0.0001405639,0.00102564,0.0004946413,0.995997,0.0000274938,0.001889621],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01013704,"threshold_uncertainty_score":0.9907326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06359378405511969,"score_gpt":0.3353670039068993,"score_spread":0.2717732198517796,"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."}}