{"id":"W2919993604","doi":"10.1002/9783527823987.vol1_c5","title":"Photo‐Control of Molecular Alignment for Photonic and Mechanical Applications","year":2019,"lang":"en","type":"other","venue":"","topic":"Photochromic and Fluorescence Chemistry","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Nanotechnology; Light energy; Computer science; Photonics; Materials science; Optoelectronics; Physics; Optics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001093723,0.0001558066,0.0003212871,0.00002816805,0.00001323285,0.00001181866,0.0002189247,0.0001999009,0.002302179],"category_scores_gemma":[0.000008161335,0.0001331892,0.00007043889,0.00002408157,0.00007541371,0.00001077971,0.0000451149,0.00004136452,0.00005794371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002107554,"about_ca_system_score_gemma":0.00006312766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003988314,"about_ca_topic_score_gemma":0.000001337698,"domain_scores_codex":[0.9991542,0.000008282881,0.0001903344,0.0003477166,0.0001308194,0.0001686321],"domain_scores_gemma":[0.9993526,0.00003285282,0.0001510538,0.0003958236,0.00001846479,0.0000492403],"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":[0.0000115023,0.00003182221,5.7916e-7,0.0002264925,0.00001838331,2.487025e-7,0.000002848708,2.611872e-7,0.979973,0.002955107,0.01672044,0.00005932826],"study_design_scores_gemma":[0.0006174243,0.00002437265,2.040114e-7,0.00005637017,0.00004855553,0.000002083072,0.00001052519,0.0001221167,0.9212825,0.0003815407,0.07730582,0.0001484423],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003181126,0.001848673,0.3854044,0.00008599546,0.0002780179,0.009260347,0.001730376,0.0002666127,0.5979444],"genre_scores_gemma":[0.264204,0.0002839849,0.03566796,0.000917919,0.0002713614,0.004910268,0.0001167318,0.0006786594,0.6929491],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3497364,"threshold_uncertainty_score":0.9986098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006366287463605116,"score_gpt":0.2343969044416389,"score_spread":0.2280306169780338,"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."}}