{"id":"W4309515947","doi":"10.1002/adma.202207489","title":"Materials Research Thrives at Sichuan University","year":2022,"lang":"en","type":"editorial","venue":"Advanced Materials","topic":"Advanced materials and composites","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Engineering ethics; Nanotechnology; Engineering physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007296727,0.001183931,0.00115792,0.003731176,0.007917038,0.007754176,0.001872339,0.003188867,0.05000081],"category_scores_gemma":[0.003886075,0.0004915285,0.0009214108,0.003246404,0.002095977,0.003129373,0.006989484,0.002843003,0.01196362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0041492,"about_ca_system_score_gemma":0.01823215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006568987,"about_ca_topic_score_gemma":0.01536559,"domain_scores_codex":[0.9957086,0.0004338495,0.0001831751,0.0003779202,0.002519733,0.0007767089],"domain_scores_gemma":[0.9944881,0.0003513306,0.0001275272,0.0004624888,0.002022096,0.002548398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004311651,0.00005281173,0.001611734,0.000811771,0.00003487894,0.0004635004,0.0009596783,0.0002094168,0.001295683,0.01711341,0.7167242,0.2606798],"study_design_scores_gemma":[0.000003231523,0.00003257727,0.002032939,0.000143599,0.00000917386,0.000108788,0.000285184,0.00008527301,0.0004474884,0.001787042,0.9950478,0.00001694785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.02106871,0.2528647,0.004016198,0.1460991,0.2005738,0.000232292,0.0007810837,0.002950846,0.3714132],"genre_scores_gemma":[0.09762423,0.107128,0.005172824,0.02289291,0.072374,0.0001971154,0.001618167,0.0007032775,0.6922895],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05000081,"threshold_uncertainty_score":0.1672693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220210375902467,"score_gpt":0.2660953158021931,"score_spread":0.2538932120431684,"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."}}