{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.01683547,0.001507231,0.001728632,0.002061282,0.0005533639,0.003309212,0.002703471,0.001002097,0.004161815],"category_scores_gemma":[0.07221891,0.001488648,0.0005107771,0.001860603,0.001168353,0.001203761,0.001095341,0.001281028,0.009165294],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.018474,"about_ca_system_score_gemma":0.05568657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002849773,"about_ca_topic_score_gemma":0.001475674,"domain_scores_codex":[0.960273,0.0001361245,0.001488199,0.002613291,0.03272953,0.0027599],"domain_scores_gemma":[0.9593547,0.003319521,0.0008740577,0.00147197,0.03416101,0.0008187247],"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":[0.0006594969,0.0007017248,0.00001523616,0.0006999359,0.0009805816,0.00004839564,0.00005912513,0.00003797152,0.003268657,0.03760283,0.9551651,0.0007609774],"study_design_scores_gemma":[0.002931284,0.0003247048,0.00004550718,0.001081374,0.00007311911,0.00003447794,0.0001530063,0.0002586228,0.002597245,0.02575038,0.9653062,0.001444145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002253846,0.001237576,0.00007704351,0.0003201954,0.001095036,0.004757093,0.09379762,0.0009879037,0.8954737],"genre_scores_gemma":[0.05370888,0.000252777,0.0003707471,0.0002941272,0.002212996,0.001734351,0.007826465,0.002712467,0.9308872],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08597116,"threshold_uncertainty_score":0.9997677,"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."}}