{"id":"W2143168801","doi":"10.1073/pnas.1416417112","title":"Heterogeneity of functional groups in a metal–organic framework displays magic number ratios","year":2015,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Metal-Organic Frameworks: Synthesis and Applications","field":"Chemistry","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Energy Frontier Research Centers; National Center for Research Resources; National Institute of General Medical Sciences; Office of Science; Argonne National Laboratory; U.S. Department of Energy; International Institute for Nanotechnology, Northwestern University; Basic Energy Sciences; King Abdulaziz City for Science and Technology; Lawrence Berkeley National Laboratory; Northwestern University; York University; University of California, Los Angeles; National Institutes of Health; National Science Foundation","keywords":"Metal-organic framework; Component (thermodynamics); Biological system; MAGIC (telescope); Chemistry; Nanotechnology; Chemical physics; Computer science; Materials science; Statistical physics; Topology (electrical circuits); Physics; Mathematics; Thermodynamics; Combinatorics; Physical chemistry; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001242611,0.0001962591,0.0001557648,0.0001486806,0.0002093057,0.0003760918,0.0003572168,0.0002645358,0.000932556],"category_scores_gemma":[0.0002655916,0.0001866257,0.000121722,0.000110271,0.0003172032,0.0004458835,0.000288995,0.0002648611,0.0001377247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003255035,"about_ca_system_score_gemma":0.0001828714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004550196,"about_ca_topic_score_gemma":0.001057196,"domain_scores_codex":[0.9999201,0.000009206613,0.000003455833,0.00002116853,0.00002069956,0.00002530109],"domain_scores_gemma":[0.9999304,0.00002259591,0.00001682552,0.000009548659,0.000005379502,0.00001529426],"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":[0.0001493966,0.0000413664,0.000608666,0.00005847534,0.00001338157,0.0001259689,0.00006203155,0.003996083,0.9846428,0.006313021,0.0001170938,0.00387163],"study_design_scores_gemma":[0.0001069737,0.000413519,0.002279834,0.00001205508,0.00003442038,0.0002532247,0.00007580893,0.04054446,0.9494427,0.002626297,0.004170758,0.00003999462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960594,0.00009405467,0.002476903,0.00004098804,0.000005535417,0.000006584475,0.00001438664,0.00006477939,0.00123735],"genre_scores_gemma":[0.9980452,0.00003155673,0.001637172,0.00001071453,0.000001430693,0.000006869698,0.00001334319,0.000008942728,0.0002446903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000932556,"threshold_uncertainty_score":0.003119648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05412804226858153,"score_gpt":0.3011107409737325,"score_spread":0.2469826987051509,"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."}}