{"id":"W4406963217","doi":"10.1002/marc.202401077","title":"Color‐shifting Crystalline Colloidal Arrays from Polymers With Upper Critical Solution Temperature","year":2025,"lang":"en","type":"article","venue":"Macromolecular Rapid Communications","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Ningbo University; National Natural Science Foundation of China","keywords":"Upper critical solution temperature; Lower critical solution temperature; Materials science; Polymer; Colloid; Chemical engineering; Thermoresponsive polymers in chromatography; Nanoparticle; Glass transition; Iridescence; Copolymer; Nanotechnology; Polymer chemistry; Optics; Composite material; Chemistry; Physics; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001187897,0.0002213439,0.000237538,0.00007902014,0.0009289415,0.0001728558,0.0007929808,0.0000776075,0.0005285218],"category_scores_gemma":[0.00001776654,0.0002158862,0.0001304928,0.0005327306,0.0003275261,0.0001036486,0.000310715,0.0004060233,0.00001763487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005382164,"about_ca_system_score_gemma":0.0002112167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006129546,"about_ca_topic_score_gemma":0.00006074382,"domain_scores_codex":[0.9987232,0.0001328045,0.0003138623,0.0003494251,0.0001557465,0.0003249267],"domain_scores_gemma":[0.9978164,0.0002378839,0.00008000929,0.001628008,0.0001514157,0.0000863137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000463013,0.0008920284,0.001463135,0.00001643783,0.0004398779,0.000002653139,0.0004793859,0.0001245407,0.6860344,0.3034156,0.001399288,0.005686356],"study_design_scores_gemma":[0.007444865,0.000351616,0.006958751,0.001037328,0.001577649,0.00001692994,0.009310456,0.03990191,0.2447338,0.06683692,0.6186301,0.00319964],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5205038,0.005548873,0.3067326,0.03750504,0.0001810497,0.001834339,0.001624423,0.0004210271,0.1256489],"genre_scores_gemma":[0.9860522,0.00002702415,0.01197644,0.0004271412,0.00003916116,0.0003468358,0.0007439947,0.00002667444,0.0003605399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6172308,"threshold_uncertainty_score":0.8803586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007137534679487983,"score_gpt":0.2641249734703314,"score_spread":0.2569874387908435,"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."}}