{"id":"W2296378885","doi":"","title":"융설시스템을 이용한 조립식 보도포장 기술 개발","year":2015,"lang":"ko","type":"article","venue":"한국건설관리학회 논문집","topic":"Education, Safety, and Science Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Snow; Block (permutation group theory); Snow cover; Snow removal; Meteorology; Forensic engineering; Engineering; Geography; Mathematics","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":[0.0001877357,0.0002187825,0.0001769421,0.0003640974,0.0004591124,0.0002419789,0.0002269773,0.0002151694,0.002401115],"category_scores_gemma":[0.0001532448,0.0001146059,0.0003299202,0.0003015849,0.0002030781,0.0002358595,0.0002893026,0.000225734,0.0008507842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002184357,"about_ca_system_score_gemma":0.000426083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002094265,"about_ca_topic_score_gemma":0.004516987,"domain_scores_codex":[0.9998227,0.00002469552,0.00001143203,0.00003515033,0.00007827814,0.00002778966],"domain_scores_gemma":[0.999874,0.000008816465,0.0000240417,0.0000181355,0.00006057657,0.00001443409],"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":[0.0002581524,0.0001763758,0.00925345,0.0004805626,0.00004468266,0.000202906,0.000255562,0.002092408,0.7826155,0.001239466,0.001407568,0.2019734],"study_design_scores_gemma":[0.00002922479,0.002037703,0.0361497,0.00005206525,0.0001317815,0.0007821977,0.0004103175,0.008160496,0.8818218,0.0005581297,0.06982953,0.00003709077],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9323399,0.002651321,0.04247872,0.0002456433,0.0001584267,0.0002551077,0.0002717543,0.0004841477,0.02111502],"genre_scores_gemma":[0.9757888,0.001003338,0.01348825,0.00004920987,0.00001737289,0.00003858846,0.0001789558,0.00002399693,0.009411586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002401115,"threshold_uncertainty_score":0.008032501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1362353021526891,"score_gpt":0.4088198901614659,"score_spread":0.2725845880087768,"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."}}