{"id":"W4388775847","doi":"10.1002/ange.202313944","title":"Design and Thermodynamics Principles to Program the Cooperativity of Molecular Assemblies","year":2023,"lang":"en","type":"article","venue":"Angewandte Chemie","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Cooperativity; Thermodynamics; Chemistry; Materials science; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005283114,0.0003867334,0.00030335,0.0004017718,0.0003007648,0.0004527962,0.0005701793,0.0002632581,0.0009409389],"category_scores_gemma":[0.0007068258,0.0004047972,0.0002304643,0.0001713502,0.0006313999,0.0004681236,0.0003879505,0.00052749,0.0001953609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006578558,"about_ca_system_score_gemma":0.0004100577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003819865,"about_ca_topic_score_gemma":0.0006111274,"domain_scores_codex":[0.9997883,0.00004046457,0.00001340955,0.00005426503,0.00006954119,0.00003393219],"domain_scores_gemma":[0.9997144,0.0001116498,0.00006018142,0.00003642127,0.00004143019,0.0000358293],"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":[0.0001108095,0.0002071164,0.001129061,0.0001312003,0.00002664836,0.00008632438,0.00009834721,0.1238124,0.8219868,0.03237601,0.0003172837,0.01971802],"study_design_scores_gemma":[0.00008903009,0.0004492138,0.0007347495,0.00001307189,0.00002146016,0.00006674956,0.00002518603,0.6019123,0.3794034,0.01231882,0.004925727,0.00004022292],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.669993,0.0008380444,0.3189905,0.0003328079,0.0001018019,0.0002461777,0.00007400983,0.0009113568,0.008512227],"genre_scores_gemma":[0.9607467,0.0002029914,0.03747263,0.0000517616,0.000009385888,0.0002085569,0.00003017702,0.00008814179,0.001189669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009409389,"threshold_uncertainty_score":0.00477308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02483891266987503,"score_gpt":0.2966018925373977,"score_spread":0.2717629798675226,"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."}}