{"id":"W4410140352","doi":"10.1126/sciadv.adu4696","title":"Valley-spin polarization at zero magnetic field induced by strong hole-hole interactions in monolayer WSe <sub>2</sub>","year":2025,"lang":"en","type":"article","venue":"Science Advances","topic":"2D Materials and Applications","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"","keywords":"Condensed matter physics; Point reflection; Monolayer; Physics; Spins; Spin polarization; Dirac fermion; Spintronics; Valleytronics; Ferromagnetism; Spin (aerodynamics); Exchange interaction; Ground state; Fermion; Materials science; Electron; Quantum mechanics; Nanotechnology","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":[0.00005054846,0.0001093471,0.0001173176,0.00009657811,0.0002421467,0.0003172712,0.0001383382,0.0001299022,0.0008260986],"category_scores_gemma":[0.0001234944,0.0001127827,0.00007891679,0.0001198528,0.0003571134,0.0001830651,0.0002007624,0.0001917066,0.0001353395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00016678,"about_ca_system_score_gemma":0.0001060015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003682886,"about_ca_topic_score_gemma":0.0007841121,"domain_scores_codex":[0.999972,0.000005090877,0.000001440943,0.00000433498,0.000008243145,0.000008921418],"domain_scores_gemma":[0.9999517,0.00001376918,0.0000132985,0.000004843261,0.00000749634,0.00000877586],"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":[0.0001769432,0.00004027355,0.001267864,0.00006375121,0.00001441493,0.0002344041,0.00009765575,0.0009055148,0.990694,0.003502741,0.000229331,0.002773203],"study_design_scores_gemma":[0.00004458065,0.000188805,0.00779649,0.00001253894,0.00002137867,0.0003010163,0.0001781516,0.02493854,0.9626091,0.002555419,0.001338103,0.00001597108],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998099,0.00006551431,0.0005357932,0.00003455415,0.000009251718,0.000002022823,0.00002528564,0.00001827049,0.001210209],"genre_scores_gemma":[0.9995116,0.00003835824,0.0001940286,0.000007857208,0.000002299881,0.000001932016,0.00001805908,0.00000540051,0.0002205399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008260986,"threshold_uncertainty_score":0.002763569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01242016813094114,"score_gpt":0.2977455740116481,"score_spread":0.2853254058807069,"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."}}