{"id":"W2947227432","doi":"10.1098/rsta.2018.0221","title":"Geomimetic approaches in the design and synthesis of metal-organic frameworks","year":2019,"lang":"en","type":"article","venue":"Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences","topic":"Metal-Organic Frameworks: Synthesis and Applications","field":"Chemistry","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Metal-organic framework; Nanotechnology; Biochemical engineering; Organic synthesis; Computer science; Materials science; Chemistry; Engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005054864,0.000151668,0.0003494914,0.0000163416,0.0001134365,0.00002828883,0.0004133165,0.0001525433,0.00009804636],"category_scores_gemma":[0.0001552899,0.00008297111,0.0002171989,0.0003536266,0.000563243,0.00005709416,0.00003228868,0.0005051328,0.000002286919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008571285,"about_ca_system_score_gemma":0.00001431043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003423137,"about_ca_topic_score_gemma":5.618738e-8,"domain_scores_codex":[0.9989584,0.00003825381,0.0002661658,0.0002396282,0.0003160058,0.0001815174],"domain_scores_gemma":[0.9972088,0.002388199,0.00006838954,0.0002745906,0.00001254985,0.00004748613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003908808,0.004452616,0.0001793025,0.004546792,0.0006570252,5.036509e-7,0.006779716,0.136705,0.1266332,0.7120795,0.00001283441,0.007914428],"study_design_scores_gemma":[0.0001448918,0.00004010047,0.0002696713,0.0003228628,0.0001993002,0.000004575866,0.000454424,0.7552302,0.0288275,0.2143049,0.000006192156,0.0001953693],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8483546,0.0002152541,0.1450033,0.00539321,0.0000229698,0.0002894864,0.000008383709,0.00002960745,0.0006831806],"genre_scores_gemma":[0.9912385,0.00001801427,0.008623043,0.00002122997,0.0000302921,0.00004604728,1.02293e-7,0.00000989463,0.00001288283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6185252,"threshold_uncertainty_score":0.3383463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02671370179458951,"score_gpt":0.2223146969153569,"score_spread":0.1956009951207674,"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."}}