{"id":"W2165576426","doi":"10.1002/smll.201000617","title":"Why PMO? Towards Functionality and Utility of Periodic Mesoporous Organosilicas","year":2010,"lang":"en","type":"review","venue":"Small","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":202,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Division of Materials Research; Canada Research Chairs; Government of Canada","keywords":"Mesoporous organosilica; Multidisciplinary approach; Nanotechnology; Variety (cybernetics); Engineering ethics; Mesoporous material; Materials science; Chemistry; Engineering; Computer science; Organic chemistry; Mesoporous silica; Sociology; Catalysis; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001436456,0.0004824032,0.002122422,0.0000956876,0.0001380958,0.0001303617,0.0005044307,0.0005338386,0.009962262],"category_scores_gemma":[0.0002178923,0.0003613907,0.0003578876,0.0002024695,0.0004351897,0.00008054724,0.0003376886,0.0002881533,0.0001838347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003322868,"about_ca_system_score_gemma":0.0004083957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006812564,"about_ca_topic_score_gemma":0.0001399575,"domain_scores_codex":[0.9971534,0.0003351359,0.001000684,0.0007886863,0.0003713621,0.0003507422],"domain_scores_gemma":[0.9979042,0.00009857897,0.000696394,0.0009566621,0.0001653593,0.0001788498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003409559,0.0002441271,0.00003849821,0.03000856,0.0001154289,0.00002078852,0.0001961,3.750433e-8,0.004342543,0.0005054946,0.002742189,0.9617521],"study_design_scores_gemma":[0.0001065321,0.00004549358,0.0001100515,0.0005792622,0.0007037709,0.00008096223,0.00001273609,5.170248e-7,0.001918612,0.0002424425,0.9958487,0.0003509271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01217911,0.9839911,0.00004681036,0.00004443754,0.001122837,0.0005009252,0.0006593778,0.00007050429,0.001384867],"genre_scores_gemma":[0.001016288,0.9971998,0.000617773,0.0001089898,0.0003086918,0.00007760582,0.0002085917,0.00005445039,0.0004077567],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9931065,"threshold_uncertainty_score":0.9998838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05169044449976715,"score_gpt":0.2934160355078185,"score_spread":0.2417255910080513,"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."}}