{"id":"W7054338824","doi":"","title":"蹂묒썝�쑄由ъ쐞�썝�쉶 �몴以��슫�쁺吏�移� 媛쒕컻: �빐�쇅 �궗濡�瑜� 以묒떖�쑝濡�","year":2014,"lang":"en","type":"article","venue":"YUHSpace (Yonsei University Medical Library)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Publicity; Process (computing); Flexibility (engineering); Quality (philosophy); Legislation; Set (abstract data type); Constructive","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006048933,0.0002660118,0.000173123,0.0009261532,0.002246568,0.00419515,0.0005614552,0.001289481,0.00552798],"category_scores_gemma":[0.01282161,0.0002640064,0.0004588501,0.0009913457,0.003701062,0.002829215,0.002310009,0.002282545,0.002152017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003422242,"about_ca_system_score_gemma":0.007272937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003680453,"about_ca_topic_score_gemma":0.005702378,"domain_scores_codex":[0.9879071,0.006034262,0.001487194,0.0009493883,0.002584063,0.001038049],"domain_scores_gemma":[0.9869264,0.004939319,0.002755726,0.0009438662,0.003572353,0.0008623608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001396142,0.0001303291,0.02668147,0.001833047,0.00005143879,0.004078441,0.0198767,0.0009346266,0.003138962,0.5396079,0.1133253,0.2902022],"study_design_scores_gemma":[0.00001881762,0.0001237053,0.01465295,0.001109566,0.00002908638,0.006621915,0.01239163,0.0005537011,0.004435201,0.02601977,0.933944,0.0000995157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1650599,0.03308787,0.08371875,0.08902463,0.00696332,0.002153577,0.0008959816,0.0003550851,0.6187409],"genre_scores_gemma":[0.8035568,0.01625622,0.04032618,0.01846713,0.0009710689,0.0008012136,0.0006624843,0.0001273363,0.1188316],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.994472,"threshold_uncertainty_score":0.03199017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003489831828870229,"score_gpt":0.1437858873317088,"score_spread":0.1402960555028386,"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."}}