{"id":"W35341427","doi":"10.1080/17453054.2021.2020625","title":"Development of functional fibres for textiles and composites","year":2014,"lang":"en","type":"article","venue":"Journal of Visual Communication in Medicine","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Canada","keywords":"Composite material; Materials science","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":[],"consensus_categories":[],"category_scores_codex":[0.002180706,0.00005162809,0.0002179482,0.0001113783,0.00008085541,0.00001104122,0.0001446159,0.00002514848,0.0001867811],"category_scores_gemma":[0.0003685625,0.00003751682,0.00001489682,0.00005431222,0.0001191464,0.00009437124,0.00004442696,0.00004568563,0.000001447563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001853013,"about_ca_system_score_gemma":0.0000460393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005980598,"about_ca_topic_score_gemma":0.00001599081,"domain_scores_codex":[0.9989522,0.0001257721,0.0006211671,0.00004749094,0.0001926945,0.00006070682],"domain_scores_gemma":[0.9986922,0.0005114531,0.000415973,0.000104751,0.0002433217,0.00003227052],"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":[0.00009993347,0.00007522705,0.0004411355,0.0000546761,0.000006137604,3.584407e-8,0.001639606,0.0001382989,0.9906626,0.00157528,0.0005568258,0.004750183],"study_design_scores_gemma":[0.009817429,0.002733612,0.4417464,0.003128058,0.0001588633,0.00007957668,0.005564807,0.01230697,0.461549,0.01397222,0.04851646,0.0004266338],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901425,0.0004103863,0.008146183,0.0009926907,0.0001236512,0.00007678623,0.000001429049,0.000003231558,0.0001031551],"genre_scores_gemma":[0.9669275,0.00005068269,0.0328593,0.0000608206,0.00007450274,0.000005859797,0.000007282554,0.000003948997,0.00001009739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5291137,"threshold_uncertainty_score":0.2045122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06428258154365546,"score_gpt":0.3737501658110313,"score_spread":0.3094675842673758,"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."}}