{"id":"W4411713480","doi":"10.1002/adma.202411617","title":"Advancing from MOFs and COFs to Functional Macroscopic Porous Constructs","year":2025,"lang":"en","type":"review","venue":"Advanced Materials","topic":"Covalent Organic Framework Applications","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Materials science; Porosity; Nanotechnology; Metal-organic framework; Porous medium; Structuring; Nanoengineering; Composite material; Adsorption; Organic chemistry","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":["insufficient_payload"],"category_scores_codex":[0.0003449488,0.0005759817,0.001760484,0.0001747569,0.0002197173,0.0002334316,0.0004490081,0.0003235049,0.003036738],"category_scores_gemma":[0.0006930987,0.0005461128,0.00008437785,0.0003491808,0.0001194955,0.0001901746,0.0005780087,0.0001749199,0.0008551206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003035922,"about_ca_system_score_gemma":0.0005150574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004639874,"about_ca_topic_score_gemma":0.00002099575,"domain_scores_codex":[0.9968504,0.0001542233,0.0009793525,0.001130542,0.0003577847,0.0005277101],"domain_scores_gemma":[0.997637,0.0006684121,0.0004507787,0.0009103281,0.000137987,0.0001954815],"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":[0.00004723055,0.00006421954,0.000002545229,0.01315987,0.00008266231,0.00001885602,0.00006489278,0.00001218906,0.333068,0.003814614,0.003240234,0.6464247],"study_design_scores_gemma":[0.0002925238,0.00003422939,0.00001336821,0.01182348,0.0003946783,0.00003115756,0.0000194907,1.128698e-7,0.03400969,0.00279807,0.9499356,0.0006475823],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003525761,0.9829476,0.003001685,0.0001102798,0.004609961,0.002063458,0.00324136,0.0003025802,0.0001973319],"genre_scores_gemma":[0.0001592327,0.9615696,0.03562506,0.0003099976,0.0003504864,0.0008046738,0.0003701452,0.00008270657,0.0007280677],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9466954,"threshold_uncertainty_score":0.9999228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520245998227735,"score_gpt":0.3115406190156645,"score_spread":0.2963381590333872,"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."}}