{"id":"W4313419361","doi":"10.1016/j.pmatsci.2022.101056","title":"Framework structure engineering of polymeric carbon nitrides and its recent applications","year":2022,"lang":"en","type":"article","venue":"Progress in Materials Science","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Science and Technology Planning Project of Shenzhen Municipality; University Grants Committee; Japan Society for the Promotion of Science London","keywords":"Materials science; Nanotechnology; Rational design; Fabrication; Carbon nitride; Nanostructure; Nitride; Carbon fibers; Photocatalysis; Catalysis; Organic chemistry; Composite material; Chemistry","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":[0.0002900526,0.00009065454,0.0001624411,0.0001946664,0.00009336704,0.00002808726,0.0003830497,0.00002583818,0.00008284087],"category_scores_gemma":[0.00006398472,0.00009136808,0.000007568746,0.001069333,0.0001653881,0.00009489147,0.0003225756,0.00009055968,1.832694e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006862199,"about_ca_system_score_gemma":0.00003448151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003692595,"about_ca_topic_score_gemma":0.000001792929,"domain_scores_codex":[0.999008,0.00002810628,0.0002246198,0.0002707248,0.0002664595,0.0002020653],"domain_scores_gemma":[0.9995335,0.00003325069,0.0001193663,0.0002400287,0.0000391985,0.000034627],"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":[0.000011835,0.00002269559,0.001102843,0.00003994972,0.000002224071,0.000001137303,0.0001819244,0.00103847,0.9769888,0.01286696,1.614403e-7,0.007742983],"study_design_scores_gemma":[0.00004023953,0.00002203391,0.000801956,0.00001727223,0.000003484065,0.000005000807,0.00003241127,0.000448495,0.9933243,0.004858917,0.0003473794,0.00009849142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974551,0.001812854,0.0001261838,0.00002400173,0.0000942951,0.000347153,0.00002293526,0.00007724425,0.00004019873],"genre_scores_gemma":[0.9862747,0.00006873815,0.01303386,0.00001060209,0.000019668,0.0005744813,0.000004404632,0.00001173394,0.00000185328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01633551,"threshold_uncertainty_score":0.3725882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009650469226112707,"score_gpt":0.2830630314850305,"score_spread":0.2734125622589177,"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."}}