{"id":"W2611089451","doi":"10.1039/c7ta02612a","title":"Tomographic imaging of pore networks and connectivity of surfactant-directed mesoporous zeolites","year":2017,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"Shandong Academy of Sciences","keywords":"Mesoporous material; Materials science; Zeolite; Pulmonary surfactant; Tomography; Platinum; Nanotechnology; Chemical engineering; Chemistry; Optics; Organic chemistry; Catalysis; Physics; Engineering","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":[0.000716269,0.0001915753,0.0008302417,0.00003485053,0.00009692928,0.00009081311,0.0003936985,0.0001373068,0.0005938364],"category_scores_gemma":[0.0006730126,0.0001629105,0.0001882647,0.00004040436,0.0002767732,0.0001944916,0.0001134279,0.0001340696,1.066457e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001913055,"about_ca_system_score_gemma":0.00004724077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004817545,"about_ca_topic_score_gemma":8.928159e-7,"domain_scores_codex":[0.9985039,0.0000309759,0.0008512423,0.000171187,0.0002445868,0.0001980859],"domain_scores_gemma":[0.9963863,0.0001783575,0.002480137,0.0005124386,0.0003333912,0.0001093037],"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":[0.0001634986,0.00007984372,0.04381479,0.0005394835,0.0001879336,0.00004855007,0.00005811662,0.000008237077,0.954526,0.000004568379,0.00005283944,0.0005161369],"study_design_scores_gemma":[0.0005075961,0.000008330679,0.01285424,0.0003919358,0.0001645906,0.0002429199,0.0001222126,0.00005899134,0.9853158,0.0001488891,0.00004298376,0.0001414811],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975644,0.001133632,0.000006610407,0.00008411199,0.00007746885,0.00002029074,0.00009209503,0.00001194862,0.001009475],"genre_scores_gemma":[0.9992356,0.0003256834,0.0001418355,0.000004010635,0.0002074621,8.931416e-7,0.0000109187,0.00001940171,0.00005424573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03096055,"threshold_uncertainty_score":0.6643299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009278269506826267,"score_gpt":0.2280400579548656,"score_spread":0.2187617884480393,"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."}}