{"id":"W7008998475","doi":"","title":"2D carbon surfaces as platforms for novel hybrid materials","year":2025,"lang":"en","type":"other","venue":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carbon fibers; Hybrid material; Hybrid system; Reflectivity; Carbon nanotube","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":[0.0001401006,0.0004083418,0.000234084,0.0003796521,0.0002649497,0.0009679331,0.0004303909,0.0008710104,0.009514888],"category_scores_gemma":[0.0001628926,0.0001914125,0.0001893729,0.0002386429,0.0002018461,0.0006447849,0.0005890146,0.0003774101,0.00313155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003662825,"about_ca_system_score_gemma":0.0001162929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002449674,"about_ca_topic_score_gemma":0.0007617652,"domain_scores_codex":[0.9998356,0.00001750326,0.000004003448,0.00003893168,0.0000713967,0.000032469],"domain_scores_gemma":[0.9999533,0.00001317498,0.000004420916,0.000008561681,0.00001200749,0.00000852601],"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":[0.0001523768,0.00006743994,0.0001850905,0.0004615356,0.00002520364,0.0002809033,0.00008221513,0.001716329,0.9148211,0.01974989,0.0162338,0.04622408],"study_design_scores_gemma":[0.000034396,0.000221914,0.0009239002,0.00005265312,0.00002370231,0.000269717,0.0001093801,0.01077249,0.7771023,0.004461116,0.2059817,0.00004672176],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6509489,0.0378395,0.0324313,0.003094279,0.004789473,0.0001754025,0.002965259,0.002362251,0.2653937],"genre_scores_gemma":[0.8823809,0.01021626,0.01861302,0.000556053,0.0002686252,0.0001680513,0.002008848,0.0004175064,0.08537069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009514888,"threshold_uncertainty_score":0.03183049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1732070022328435,"score_gpt":0.3703685101012474,"score_spread":0.1971615078684039,"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."}}