{"id":"W1989308792","doi":"10.1364/up.2010.ma1","title":"Femtosecond Molecular Photocrystallography","year":2010,"lang":"en","type":"article","venue":"International Conference on Ultrafast Phenomena","topic":"Photochromic and Fluorescence Chemistry","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Femtosecond; Photochromism; Diffraction; Phase transition; Electron diffraction; Materials science; Optics; Femtochemistry; Optoelectronics; Chemistry; Nanotechnology; Physics; Laser; Condensed matter physics","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":[0.0001614535,0.0002177135,0.0001672524,0.00009748858,0.00007838431,0.0001835741,0.0008502096,0.00009525385,0.01189379],"category_scores_gemma":[0.00005101068,0.0002040387,0.00009221954,0.00008591982,0.000252982,0.0001859701,0.00006529796,0.0003564119,0.0004553373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003418178,"about_ca_system_score_gemma":0.00009088553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002156714,"about_ca_topic_score_gemma":0.00001189958,"domain_scores_codex":[0.9985175,0.00001631951,0.0002659426,0.0004660749,0.0004190447,0.0003151711],"domain_scores_gemma":[0.9991432,0.00003407386,0.0001211044,0.0003603667,0.0001735413,0.0001677578],"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":[0.00004619661,0.0001117012,0.0001139463,0.000003907081,0.00001452162,0.00001522905,0.0001204647,0.000009021412,0.9707522,0.02833659,0.000157959,0.0003182102],"study_design_scores_gemma":[0.0004586431,0.0000485927,0.0003815288,0.00002114143,0.000005246057,0.00001464565,0.0001611431,0.0003026626,0.992973,0.002796738,0.002564932,0.0002717399],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8344358,0.000003657309,0.0002196016,0.0002832331,0.000886196,0.0001552865,0.0001103387,0.00009380507,0.163812],"genre_scores_gemma":[0.9980324,0.000006570275,0.0006095911,0.000523451,0.0002417004,0.00008175594,0.00004949532,0.00001894156,0.0004361111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1635965,"threshold_uncertainty_score":0.9890095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389566087240079,"score_gpt":0.2550393169162696,"score_spread":0.2411436560438688,"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."}}