{"id":"W178481477","doi":"10.1007/978-3-540-68781-8_241","title":"Femtosecond Electron Diffraction Study on the Heating and Melting Dynamics of Gold","year":2007,"lang":"en","type":"book-chapter","venue":"Springer series in chemical physics","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Femtosecond; Diffraction; Materials science; Melting point; Electron diffraction; Melting-point depression; Dynamics (music); Electron; Phase (matter); Phase transition; Chemical physics; Optics; Composite material; Chemistry; Thermodynamics; Laser; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004308442,0.0003475913,0.000474128,0.0000587221,0.00006358258,0.00004945794,0.000273425,0.0002019893,0.00004023904],"category_scores_gemma":[0.00004391517,0.0002881883,0.00007246325,0.00006289072,0.0002205363,0.0001339939,0.0001751847,0.0008530674,0.000004113332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002923922,"about_ca_system_score_gemma":0.00003308223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004491533,"about_ca_topic_score_gemma":0.00009749816,"domain_scores_codex":[0.9983651,0.00002372241,0.0004527968,0.000459955,0.0003373602,0.0003610634],"domain_scores_gemma":[0.9989539,0.0002139768,0.0003330705,0.0004070239,0.00005277977,0.00003918889],"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":[0.0001275571,0.0001253322,0.000205423,0.00007441779,0.00002316276,0.000003811134,0.0003525251,0.000001954144,0.784987,0.2124441,0.00002063841,0.001634087],"study_design_scores_gemma":[0.0001455848,0.0004098362,0.00009837492,0.0001958636,0.00002924024,0.000002433754,0.0001270463,0.00004640606,0.9518773,0.04656831,0.0001789925,0.000320627],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8988244,0.0001039889,0.000109373,0.00007756399,0.00010731,0.0005422507,0.00001137562,0.0001112103,0.1001125],"genre_scores_gemma":[0.9954094,0.00006112107,0.0007515916,0.00007655362,0.0002377302,0.00002277996,0.00001092222,0.00007678181,0.00335307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1668903,"threshold_uncertainty_score":0.999957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917498719110279,"score_gpt":0.2809549810580323,"score_spread":0.2617799938669295,"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."}}