{"id":"W4415720730","doi":"10.21203/rs.3.rs-6249947/v1","title":"Photon Energy-Dependent Ultrafast Magnetization Dynamics in Magnetic Heterostructures","year":2025,"lang":"","type":"preprint","venue":"Research Square","topic":"Magnetic properties of thin films","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"Korea Institute of Energy Technology Evaluation and Planning; National Research Foundation of Korea; Ministry of Science, ICT and Future Planning; National Research Foundation","keywords":"Magnetization; Magnetization dynamics; Ultrashort pulse; Spintronics; Demagnetizing field; Photon; Laser; Femtosecond; Photonics","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":[0.0001307929,0.0001285873,0.0001306769,0.0002054911,0.0002535039,0.0004942217,0.0003477171,0.0002097781,0.002480299],"category_scores_gemma":[0.0006169372,0.0001662688,0.00006643889,0.0001660917,0.0003703056,0.0006113036,0.000208261,0.0004376819,0.0001855299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003501601,"about_ca_system_score_gemma":0.0001382716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008289104,"about_ca_topic_score_gemma":0.001046847,"domain_scores_codex":[0.999961,0.000004744661,0.000001251566,0.000009015763,0.0000145187,0.000009452917],"domain_scores_gemma":[0.999723,0.000161367,0.00004287499,0.00002223873,0.00002646704,0.00002399719],"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":[0.000273953,0.0001426879,0.002329431,0.0001194682,0.0000240702,0.0003939025,0.0004957938,0.005178825,0.9553292,0.02855453,0.0008880751,0.006270042],"study_design_scores_gemma":[0.00009642911,0.0002019015,0.03078031,0.00004578144,0.00002535954,0.0004096791,0.0004315405,0.3609696,0.5914895,0.01304709,0.002434613,0.00006814594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936661,0.0001694498,0.002340267,0.0001590738,0.00001736598,0.000006304555,0.00007172618,0.00005310803,0.003516603],"genre_scores_gemma":[0.997978,0.00007349846,0.0005849557,0.0000131173,0.000006096,0.000004484777,0.00003475801,0.00001310571,0.001291983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002480299,"threshold_uncertainty_score":0.008297443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866868158589095,"score_gpt":0.3092497753391797,"score_spread":0.2905810937532887,"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."}}