{"id":"W4411477387","doi":"10.1002/9781394248605.ch7","title":"Quantum‐Enhanced THz Spectroscopy","year":2025,"lang":"en","type":"other","venue":"","topic":"Terahertz technology and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Spectroscopy; Quantum; Physics; Materials science; Optoelectronics; Quantum mechanics","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":[0.000465004,0.0003675086,0.000326545,0.0004972249,0.000623104,0.001554786,0.0005347726,0.0009029696,0.01977868],"category_scores_gemma":[0.0006341641,0.0002018448,0.0001932172,0.0004882189,0.0006802859,0.001630612,0.001445607,0.001040522,0.005729223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007548516,"about_ca_system_score_gemma":0.0004648259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003294208,"about_ca_topic_score_gemma":0.000671673,"domain_scores_codex":[0.9996949,0.00004679433,0.000009727106,0.00004947168,0.0001660773,0.00003288087],"domain_scores_gemma":[0.9998484,0.00005427553,0.00001421078,0.00002122143,0.00004859172,0.00001327425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007544373,0.00004265368,0.0002939842,0.001058235,0.00002361766,0.0003200051,0.0006436587,0.002621343,0.09207512,0.5048868,0.09154433,0.3064148],"study_design_scores_gemma":[0.000007610242,0.00003296914,0.0001560216,0.0001593027,0.000008590341,0.0003473232,0.0001233269,0.004258053,0.03803813,0.03180629,0.9250386,0.00002390582],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01752063,0.09154926,0.2213092,0.01197116,0.005686227,0.0001546912,0.0009130406,0.001688529,0.6492071],"genre_scores_gemma":[0.3703897,0.1518341,0.1528158,0.005783807,0.002584658,0.0002794774,0.001344941,0.0007210152,0.3142464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01977868,"threshold_uncertainty_score":0.06616622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003521410217151568,"score_gpt":0.2229327684310165,"score_spread":0.2194113582138649,"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."}}