{"id":"W4396506659","doi":"10.1021/acs.accounts.4c00077","title":"Chirality-Induced Spin Selectivity in Composite Materials: A Device Perspective","year":2024,"lang":"en","type":"article","venue":"Accounts of Chemical Research","topic":"Quantum-Dot Cellular Automata","field":"Computer Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Resources Canada; Universidad de Granada; Agencia Estatal de Investigación; Ministerio de Ciencia, Tecnología e Innovación Productiva","keywords":"Spintronics; Spin engineering; Magnetism; Condensed matter physics; Physics; Qubit; Quantum technology; Ferromagnetism; Spins; Spin (aerodynamics); Quantum computer; Spin polarization; Nanotechnology; Quantum; Quantum mechanics; Materials science; Electron; Open quantum system","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002985287,0.0001745784,0.0003354925,0.0004500855,0.00004887793,0.0004041444,0.001752665,0.0001552229,0.00004775293],"category_scores_gemma":[0.0007824342,0.0001643398,0.00006756331,0.002119894,0.000162082,0.0008284806,0.001098526,0.0007607846,0.0002132797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005597329,"about_ca_system_score_gemma":0.0004373208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001949952,"about_ca_topic_score_gemma":0.00003007569,"domain_scores_codex":[0.9965631,0.0003548992,0.0003772289,0.0007917586,0.00123329,0.0006796813],"domain_scores_gemma":[0.9979509,0.0006901626,0.0000429484,0.0007633646,0.0004383395,0.0001142525],"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":[0.0000280235,0.000147627,0.0001027911,0.0001445489,0.00002241584,0.00007001685,0.0007781801,3.787511e-7,0.9543935,0.04278651,0.0002100489,0.001315934],"study_design_scores_gemma":[0.0002164861,0.00005527524,0.001786942,0.0002140525,0.000002925673,0.00001652565,0.00005479986,0.00805749,0.9708663,0.0183923,0.0001670378,0.0001698554],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995039,0.0003771953,0.0003098568,0.002128305,0.0001423961,0.0003196977,0.000009469471,0.0001435922,0.001530427],"genre_scores_gemma":[0.9988519,0.00001118077,0.0009253295,0.00004066571,0.00008188548,0.00003460219,0.000004026308,0.00002071538,0.00002971501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02439421,"threshold_uncertainty_score":0.6701584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08257325351053614,"score_gpt":0.4239971095704717,"score_spread":0.3414238560599356,"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."}}