{"id":"W7099322945","doi":"","title":"Paper Presented at the Annual Meeting of the National Council on","year":2013,"lang":"en","type":"article","venue":"","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Credentialing; Licensure; Achievement test; Test (biology); Standardized test; Literacy; Academic achievement; Educational testing","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":[0.002837357,0.001046469,0.0008723626,0.001456632,0.00181071,0.003363836,0.001814051,0.002888426,0.2604508],"category_scores_gemma":[0.004887841,0.000343018,0.0004775608,0.0009089724,0.0005677165,0.002031955,0.002394979,0.002648816,0.09174824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00255791,"about_ca_system_score_gemma":0.007544459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01889862,"about_ca_topic_score_gemma":0.02921342,"domain_scores_codex":[0.9983986,0.0002365925,0.0001287595,0.0002296685,0.0007316095,0.0002747397],"domain_scores_gemma":[0.9968785,0.0002827877,0.0001095069,0.0002179759,0.001870737,0.0006405609],"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":[0.00007476341,0.00006482611,0.0004175281,0.0001022374,0.000004346974,0.00005167226,0.00006359161,0.00003273007,0.0002049046,0.001479261,0.9521965,0.04530768],"study_design_scores_gemma":[0.000005988231,0.00000950257,0.000761267,0.0001030207,0.000002108588,0.000009536215,0.00006284503,0.00001790511,0.00004497869,0.0002128966,0.9987671,0.000002791976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003331498,0.01744746,0.001611609,0.07648511,0.190957,0.001015541,0.009555183,0.0003840924,0.6992126],"genre_scores_gemma":[0.005824733,0.00770201,0.00130899,0.005469701,0.007638164,0.0004034222,0.004947178,0.0001722713,0.9665335],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7395493,"threshold_uncertainty_score":0.8712946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278267031068048,"score_gpt":0.2373455962017557,"score_spread":0.2095188930949509,"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."}}