{"id":"W2900454391","doi":"10.25071/10315/35427","title":"Preparation And Characterization Of Graphene Oxide Cross-Linked Composites","year":2018,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering","topic":"Graphene research and applications","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Graphene; Composite material; Characterization (materials science); Materials science; Oxide; Nanotechnology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002536121,0.0000713688,0.000104849,0.0001642853,0.00005464304,0.00005502463,0.0001208699,0.00005528607,0.00003592451],"category_scores_gemma":[0.00004061452,0.00007455372,0.00001495238,0.0002566059,0.00008558538,0.0001249982,0.00002673212,0.00005682768,0.000005934617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004035965,"about_ca_system_score_gemma":0.00006375016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003763141,"about_ca_topic_score_gemma":0.01033777,"domain_scores_codex":[0.9992217,0.00001489167,0.0001901459,0.0001749876,0.0001115037,0.0002867089],"domain_scores_gemma":[0.9995042,0.00002325679,0.00003452554,0.0001309068,0.00007491103,0.0002322096],"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":[0.000009871649,0.00001194588,0.005948196,0.00003025207,0.000002470669,0.000001151324,0.00004019858,0.0000249764,0.9734614,0.01986215,0.000001001894,0.0006063959],"study_design_scores_gemma":[0.0002422191,0.00009863151,0.1166808,0.00007065695,0.000004057756,0.000004546955,0.000003762874,0.05966784,0.8219531,0.0006787312,0.0004427286,0.0001528661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969188,0.00006957185,0.002582044,0.0001050391,0.00004609032,0.0002047265,0.00002652421,0.0000290826,0.00001810103],"genre_scores_gemma":[0.9960274,0.00001134346,0.003818452,0.00001468123,0.00003305595,0.00006616209,0.00001712369,0.000009296178,0.000002459598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1515082,"threshold_uncertainty_score":0.5768717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134232235387333,"score_gpt":0.2884303322674426,"score_spread":0.2770880099135693,"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."}}