{"id":"W3089442963","doi":"10.2172/1669071","title":"The transient properties of 2D magnets: from mechanical exfoliation to ultrafast optical spectroscopy of CrX<sub>3</sub> materials","year":2020,"lang":"en","type":"report","venue":"","topic":"2D Materials and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Magnetism; van der Waals force; Spectroscopy; Condensed matter physics; Ultrashort pulse; Kerr effect; Chemical physics; Materials science; Physics; Optics; Laser; Quantum mechanics; Nonlinear system","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001339296,0.0006072281,0.001478958,0.00009403405,0.0002088592,0.0003217948,0.001031796,0.0004497882,0.001474835],"category_scores_gemma":[0.0004304404,0.0004002381,0.0002523821,0.0002569075,0.0002964611,0.0001440568,0.0002829381,0.0001689978,0.0002815866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831753,"about_ca_system_score_gemma":0.000758356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004347636,"about_ca_topic_score_gemma":0.0002459505,"domain_scores_codex":[0.9942112,0.0002267798,0.002257731,0.00102471,0.001648115,0.000631447],"domain_scores_gemma":[0.9969477,0.0001677649,0.0008800712,0.001054634,0.0006635247,0.0002862975],"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":[0.0003081678,0.0001843118,5.327807e-7,0.0003450022,0.00005052663,0.00000256514,0.000185703,0.00001019982,0.9917944,0.003097347,0.003819033,0.000202228],"study_design_scores_gemma":[0.0002860575,0.0003502606,0.000273414,0.0003299809,0.0002338105,0.000009159786,0.00007751434,0.00001290453,0.9853123,0.0004485134,0.01222595,0.000440067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985786,0.0002993351,0.0024143,0.00185976,0.002138238,0.00208326,0.002047173,0.000173401,0.003198596],"genre_scores_gemma":[0.9921641,0.001456343,0.004380993,0.0001019633,0.0008093118,0.0004943146,0.0002018404,0.0001066755,0.0002845079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008406914,"threshold_uncertainty_score":0.999845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03108782947890928,"score_gpt":0.2625020595165352,"score_spread":0.2314142300376259,"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."}}