{"id":"W1555113268","doi":"10.1002/9780470745533.ch21","title":"Photoresponsive Thiophene‐Based Molecules and Materials","year":2009,"lang":"en","type":"other","venue":"","topic":"Photochromic and Fluorescence Chemistry","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Thiophene; Molecule; Nanotechnology; Materials science; Chemistry; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006524588,0.0004277313,0.0001379391,0.000261873,0.0002114567,0.0003998299,0.0003308002,0.0002623441,0.02396864],"category_scores_gemma":[0.00005161031,0.0001299138,0.0001516027,0.0002697586,0.0002094609,0.0003643432,0.0002923649,0.0003685489,0.00542464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000223544,"about_ca_system_score_gemma":0.0001228088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002557127,"about_ca_topic_score_gemma":0.0007937744,"domain_scores_codex":[0.9999496,0.000003978948,0.000001328117,0.000009655507,0.00002448858,0.00001099679],"domain_scores_gemma":[0.9999851,0.00000345389,0.000001981755,0.000004020599,0.000003052818,0.000002338588],"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":[0.00004373517,0.00005602291,0.0001095725,0.0004776271,0.000008011549,0.0001842841,0.00006453316,0.0003749938,0.8640748,0.0250155,0.01403096,0.09555981],"study_design_scores_gemma":[0.000007768204,0.00009678788,0.0006714702,0.00003959274,0.000008958159,0.0002929687,0.00004551906,0.0007926119,0.7247096,0.001789014,0.2715342,0.00001153641],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2154337,0.04209202,0.033054,0.001520351,0.001795561,0.0002128593,0.001361493,0.001591609,0.7029383],"genre_scores_gemma":[0.3626465,0.04309265,0.01986732,0.0007851548,0.0002779358,0.0001796921,0.001491433,0.0002621685,0.5713973],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02396864,"threshold_uncertainty_score":0.08018309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006993318897814845,"score_gpt":0.2257723193808996,"score_spread":0.2187790004830848,"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."}}