{"id":"W2038151574","doi":"10.1021/cm035303h","title":"A PPV/MCM-41 Composite Material","year":2004,"lang":"en","type":"article","venue":"Chemistry of Materials","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Composite number; Polymer; Physisorption; Mesoporous material; Polymerization; Spectroscopy; Transmission electron microscopy; Absorption (acoustics); Phenylene; Electron energy loss spectroscopy; Chemical engineering; Infrared spectroscopy; Polymer chemistry; Nanotechnology; Composite material; Adsorption; Chemistry; Organic 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005912336,0.0003250111,0.0007472011,0.00003170615,0.0001183232,0.0002003912,0.0005809342,0.0001924128,0.01621005],"category_scores_gemma":[0.00005090202,0.0002950483,0.0001084308,0.0001012262,0.0002430277,0.000179661,0.0002168894,0.0000431031,0.0004234968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007052877,"about_ca_system_score_gemma":0.00009445383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002401709,"about_ca_topic_score_gemma":0.000001191176,"domain_scores_codex":[0.9977375,0.00005393055,0.0008650648,0.0004926776,0.0003946156,0.0004561676],"domain_scores_gemma":[0.9985784,0.00002017219,0.0004793396,0.000662443,0.0001128105,0.000146876],"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":[0.0001803546,0.000120476,0.000007733415,0.0004558065,0.00001909428,0.00001955809,0.0001194014,0.00003526246,0.9986923,0.0001185613,0.000198086,0.00003338711],"study_design_scores_gemma":[0.0007608433,0.00003470888,0.0001130854,0.0001089132,0.00005451034,0.00005761581,0.00004717074,1.444283e-7,0.9965772,0.001387172,0.0005425872,0.000316022],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958832,0.00005884289,0.00005169877,0.0001123469,0.001056445,0.0001716218,0.0007378779,0.0001524572,0.001775562],"genre_scores_gemma":[0.9969497,0.00002024604,0.00180328,0.00005985533,0.0005271721,0.00003859388,0.000250414,0.00004238,0.0003083917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01578655,"threshold_uncertainty_score":0.9999502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0082476043080535,"score_gpt":0.2208816010357774,"score_spread":0.2126339967277239,"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."}}