{"id":"W4408226612","doi":"10.1103/physrevlett.134.096203","title":"Auroralike Light from a Polymer <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\"> <mml:mrow> <mml:mrow> <mml:mi>p</mml:mi> </mml:mrow> <mml:mtext>−</mml:mtext> <mml:mrow> <mml:mi>n</mml:mi> </mml:mrow> </mml:mrow> </mml:math> Junction Emitting Free Electrons","year":2025,"lang":"lv","type":"article","venue":"Physical Review Letters","topic":"Nonlinear Optical Materials Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Physics","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001702802,0.001497822,0.0008621809,0.0004920033,0.00147357,0.001501179,0.002649428,0.001458269,0.1484015],"category_scores_gemma":[0.00266098,0.002588043,0.002860852,0.001791985,0.001468814,0.001633746,0.002674646,0.002633553,0.004371404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005155549,"about_ca_system_score_gemma":0.0009359118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001796972,"about_ca_topic_score_gemma":0.0006992103,"domain_scores_codex":[0.988111,0.0006784644,0.002700161,0.002486418,0.002620174,0.003403789],"domain_scores_gemma":[0.9911869,0.002391502,0.001838448,0.003250242,0.0001922308,0.001140638],"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":[0.0008588935,0.0005562209,0.00001597435,0.005823174,0.003552996,0.0009724998,0.001219498,0.0011481,0.04443821,0.5534771,0.3842074,0.003729927],"study_design_scores_gemma":[0.001901703,0.001039568,0.0001686154,0.006580289,0.00420119,0.0003315157,0.0005605913,0.04854933,0.9202615,0.0001774393,0.01374232,0.002485914],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6994764,0.01498172,0.002007666,0.008419643,0.005891179,0.0001496133,0.0005767481,0.0006638225,0.2678332],"genre_scores_gemma":[0.9717944,0.00730401,0.002701894,0.008522278,0.005219844,0.001831039,0.001262994,0.001101409,0.0002621494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8758233,"threshold_uncertainty_score":0.9998381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287024972403323,"score_gpt":0.2452734926405748,"score_spread":0.2324032429165416,"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."}}