{"id":"W7065371651","doi":"","title":"Early Chinese Scissors and Shears: Category, Design and Shape: A Metallurgical Study","year":2006,"lang":"en","type":"article","venue":"Hispana","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Arts and Humanities Research Board; Centre National de la Recherche Scientifique; Eusko Jaurlaritza; European Commission; Social Sciences and Humanities Research Council of Canada; University College London; Université de Bordeaux; Barakat Trust; University of Southampton; Alexander S. Onassis Public Benefit Foundation; National Science Foundation; Historical Metallurgy Society; Comunidad de Madrid; Colorado State University","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Fusible alloy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002674706,0.0001387161,0.000179009,0.0000858018,0.000117165,0.0001192364,0.00009571778,0.00002023212,0.02413343],"category_scores_gemma":[0.000005246497,0.0001096104,0.00002858179,0.0001565911,0.00007813673,0.0000285701,0.0001277446,0.000112965,0.00003088859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002966741,"about_ca_system_score_gemma":0.00002714885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005330471,"about_ca_topic_score_gemma":0.00007570344,"domain_scores_codex":[0.9989876,0.00009395523,0.0001643992,0.0002873746,0.000236734,0.0002299228],"domain_scores_gemma":[0.9995655,0.00009302472,0.00003154076,0.0001676618,0.00003467483,0.0001075453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001938921,0.002109771,0.6833146,0.00003787387,0.0002107351,0.00008651894,0.001556306,0.00005469534,0.003766721,0.01185377,0.01054841,0.2862667],"study_design_scores_gemma":[0.001746904,0.0003962564,0.9790357,0.000006517359,0.00004530077,0.000001695454,0.0003979039,0.01189248,0.0000237008,0.001052954,0.005167102,0.0002334501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840899,0.0001675881,0.0009467989,0.000350926,0.00002048056,0.0006314746,0.000002473051,0.00001949467,0.01377094],"genre_scores_gemma":[0.9952637,0.000002513625,0.0003628578,0.00001064429,0.00007630196,0.00005790247,0.000003642882,0.00001027229,0.004212196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2957212,"threshold_uncertainty_score":0.9767587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124543487611282,"score_gpt":0.255577385281447,"score_spread":0.2431230365203188,"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."}}