{"id":"W2053895938","doi":"10.1063/1.3275347","title":"Ultrafast studies of carrier and magnetization dynamics in GaMnAs","year":2010,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"ZnO doping and properties","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Fluence; Condensed matter physics; Demagnetizing field; Nanosecond; Magnetization; Saturation (graph theory); Magnetization dynamics; Anisotropy; Materials science; Magnetic semiconductor; Kerr effect; Optics; Ferromagnetism; Magnetic field; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000129392,0.0002055056,0.0001988706,0.0001142912,0.0001764723,0.0002497575,0.0002696735,0.000157954,0.0006596329],"category_scores_gemma":[0.0002630416,0.0001191485,0.00008371289,0.00008769346,0.0002599588,0.0003660395,0.0002107317,0.0003118122,0.0001076455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004186885,"about_ca_system_score_gemma":0.0001488098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002373944,"about_ca_topic_score_gemma":0.002425243,"domain_scores_codex":[0.9999422,0.000005406032,0.000001896408,0.0000161543,0.00001850711,0.00001592767],"domain_scores_gemma":[0.9998821,0.00003759382,0.00003254032,0.00001140668,0.00001957262,0.0000168494],"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":[0.00002479273,0.000009846821,0.0002399549,0.00001577881,0.000001736122,0.00002625283,0.00005360973,0.0001313455,0.998731,0.0002233432,0.000008993996,0.0005334077],"study_design_scores_gemma":[0.0000146903,0.0001586393,0.002857799,0.000006449781,0.000006996819,0.00009337896,0.0000733116,0.005800349,0.9897941,0.0001499744,0.001035355,0.000008919613],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99883,0.0001310154,0.0007042349,0.00001738357,0.00000285962,0.000003489365,0.00001855461,0.00001501908,0.0002774078],"genre_scores_gemma":[0.9971731,0.0001122251,0.001916548,0.000006163235,0.000002518214,0.000009165257,0.00003098846,0.00001023992,0.0007391078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002373944,"threshold_uncertainty_score":0.004720211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576380038088014,"score_gpt":0.2513315782923299,"score_spread":0.2355677779114498,"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."}}