{"id":"W2864590525","doi":"10.1063/1.5046004","title":"Carbon fibre functionalization by plasma treatment for adhesion enhancement on polymers","year":2018,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"Graphene research and applications","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Horizon 2020 Framework Programme","keywords":"Surface modification; Materials science; Adhesion; X-ray photoelectron spectroscopy; Plasma; Polymer; Carbon fibers; Raman spectroscopy; Nanotechnology; Chemical engineering; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001147863,0.0001416776,0.0001147274,0.00006285325,0.0002549335,0.0001095903,0.0001473874,0.00005554947,0.0005413122],"category_scores_gemma":[0.00003672077,0.0001164672,0.00003652869,0.0001450704,0.0001125317,0.0001198591,0.0000235027,0.00002987824,0.0001121908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001099267,"about_ca_system_score_gemma":0.00009540088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007848946,"about_ca_topic_score_gemma":0.000008092323,"domain_scores_codex":[0.9988837,0.000005718133,0.0001574526,0.0003819616,0.0002598955,0.0003112604],"domain_scores_gemma":[0.9993393,0.00003596706,0.00008361763,0.00009365482,0.000331556,0.0001158635],"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":[0.0001416777,0.0001134948,0.000369171,0.00001455225,0.000006879636,3.396492e-8,0.0002506037,7.619584e-8,0.9836102,0.00729636,0.004385681,0.003811287],"study_design_scores_gemma":[0.0005284036,0.001975954,0.0001592981,0.00003787257,0.000012857,7.304733e-7,0.0002007282,0.003105602,0.9723965,0.001436815,0.02000324,0.000142023],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854751,0.00002852263,0.004942552,0.001253124,0.0001162348,0.0007173533,0.00004811554,0.00008425607,0.007334762],"genre_scores_gemma":[0.9963745,0.00004322443,0.0004137604,0.00009973485,0.000141343,0.0006732621,0.00005026634,0.00001264874,0.002191278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01561756,"threshold_uncertainty_score":0.5926989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03638938528537031,"score_gpt":0.2927533009979374,"score_spread":0.2563639157125671,"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."}}