{"id":"W2244004379","doi":"","title":"바이오매스 나무재를 활용한 친환경 보강토의 특성 연구","year":2014,"lang":"ko","type":"article","venue":"한국방재학회논문집 = Journal of the Korean Society of Hazard Mitigation","topic":"Agriculture, Soil, Plant Science","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wood ash; Environmental science; Biomass (ecology); Bottom ash; Waste management; Renewable energy; Combustion; Pulp and paper industry; Fly ash; Agronomy; Engineering; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001261317,0.000213035,0.0001486256,0.0004009842,0.0004782364,0.0007845392,0.000185099,0.0003187702,0.004566552],"category_scores_gemma":[0.0001807177,0.0001606451,0.0002221275,0.0004011532,0.0005943191,0.0005381328,0.0001564326,0.0002254299,0.0008767391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008795325,"about_ca_system_score_gemma":0.0009990766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01124958,"about_ca_topic_score_gemma":0.02731966,"domain_scores_codex":[0.9998449,0.000008646727,0.000009475891,0.00003244668,0.00006552116,0.00003893657],"domain_scores_gemma":[0.9998129,0.00001749321,0.00003885542,0.000007706566,0.00009452541,0.00002856889],"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":[0.0005322489,0.0001269385,0.07277971,0.000762476,0.00009641661,0.0007559953,0.0006301866,0.004413239,0.8355878,0.005835629,0.001429004,0.07705044],"study_design_scores_gemma":[0.00003764463,0.0005932642,0.3558027,0.00007570313,0.0001789327,0.001406364,0.003119088,0.007344877,0.5741041,0.00429509,0.05292807,0.0001140795],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652106,0.001488895,0.004479947,0.0002366768,0.00003894681,0.00006190722,0.0004776224,0.00006524839,0.02794019],"genre_scores_gemma":[0.9885693,0.0004431976,0.001373264,0.00003474476,0.000004476438,0.00001108275,0.0001644271,0.000005499946,0.009394137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01124958,"threshold_uncertainty_score":0.02236819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058760863504381,"score_gpt":0.2061131433580869,"score_spread":0.1955255347230431,"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."}}