{"id":"W66501031","doi":"","title":"Comparison Of Screening Methods To Refine MSW Compost","year":2005,"lang":"en","type":"article","venue":"Biocycle: Journal of composting and recycling","topic":"Composting and Vermicomposting Techniques","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compost; Environmental science; Computer science; Waste management; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001976951,0.0002346309,0.0007197205,0.0001093134,0.000316487,0.00007435287,0.0004186447,0.000119114,0.00001729864],"category_scores_gemma":[0.0005309581,0.0001121415,0.0001769319,0.0003951163,0.0000826203,0.0001237005,0.0002132099,0.0004152668,0.000001583779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002753958,"about_ca_system_score_gemma":0.000012199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009782279,"about_ca_topic_score_gemma":0.00001770704,"domain_scores_codex":[0.9975696,0.0002910857,0.00123808,0.0002521036,0.0003198884,0.0003292575],"domain_scores_gemma":[0.9970428,0.001332628,0.0009578464,0.00008880493,0.0003338406,0.0002441189],"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":[0.00009376861,0.00007851498,0.0166119,0.00001219731,0.00001935577,0.000001905819,0.0001465436,0.0001851582,0.5004649,0.00001220023,0.000117107,0.4822565],"study_design_scores_gemma":[0.001367262,0.004209296,0.2610408,0.00414509,0.0002047482,0.0009810373,0.001478611,0.01867376,0.6437176,0.0003472026,0.0625127,0.001321811],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928947,0.001507091,0.002685155,0.002109256,0.0002015324,0.0001165382,0.000007597203,0.00009085819,0.0003872384],"genre_scores_gemma":[0.7272245,0.00003753089,0.2721465,0.00009815419,0.0004703825,6.568046e-7,0.000003968274,0.000003161962,0.00001518356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4809346,"threshold_uncertainty_score":0.4572996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08409694157094967,"score_gpt":0.4099808925884744,"score_spread":0.3258839510175248,"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."}}