{"id":"W2768423622","doi":"10.1039/c7cc06991j","title":"Optically controlled reversible protein hydrogels based on photoswitchable fluorescent protein Dronpa","year":2017,"lang":"en","type":"article","venue":"Chemical Communications","topic":"Photoreceptor and optogenetics research","field":"Neuroscience","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada); University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Self-healing hydrogels; Fluorescent protein; Fluorescence; Dissociation (chemistry); Chemistry; Protein engineering; Green fluorescent protein; Biophysics; Materials science; Polymer chemistry; Organic chemistry; Biochemistry; Optics","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":[0.0004234014,0.0002155265,0.0003303964,0.00008621845,0.00117812,0.0003147033,0.004008709,0.0001421681,0.0002036038],"category_scores_gemma":[0.004038034,0.0001939101,0.0001759712,0.000146924,0.0008183433,0.0001344186,0.0009324586,0.0006590796,0.0003044205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001475495,"about_ca_system_score_gemma":0.0002027022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003624088,"about_ca_topic_score_gemma":0.000005052565,"domain_scores_codex":[0.9978536,0.0002389146,0.0003434712,0.000469104,0.0005891403,0.0005057396],"domain_scores_gemma":[0.9943493,0.0004171685,0.0001779706,0.00462336,0.0001267958,0.0003053861],"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":[0.0003072866,0.000552496,0.00004174613,0.00001734678,0.000005777636,0.000002553374,0.00002265375,0.000005623783,0.9968443,0.001733035,0.0001650723,0.0003021306],"study_design_scores_gemma":[0.002804006,0.00009359279,0.00002011366,0.0001109336,0.000009176764,9.524155e-7,0.000006779214,0.02096857,0.970883,0.0006815018,0.004209701,0.0002116824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8994363,0.00006023635,0.0002604348,0.008106731,0.00005326138,0.004165656,0.00006096778,0.00016112,0.08769528],"genre_scores_gemma":[0.9923348,0.00002544277,0.004991213,0.0002720022,0.00003229142,0.001194708,0.00001446857,0.00003393282,0.001101159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09289847,"threshold_uncertainty_score":0.9061269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07700001404547403,"score_gpt":0.3415251171677017,"score_spread":0.2645251031222277,"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."}}