{"id":"W4362588875","doi":"10.1103/physrevlett.130.146002","title":"Optical Saturation Produces Spurious Evidence for Photoinduced Superconductivity in<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\"><mml:mrow><mml:msub><mml:mrow><mml:mi mathvariant=\"normal\">K</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mi mathvariant=\"normal\">C</mml:mi></mml:mrow><mml:mrow><mml:mn>60</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math>","year":2023,"lang":"lv","type":"article","venue":"Physical Review Letters","topic":"Quantum and electron transport phenomena","field":"Physics and Astronomy","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Advanced Research","keywords":"Spurious relationship; Photoconductivity; Saturation (graph theory); Physics; Spectroscopy; Superconductivity; Distortion (music); Electrical resistivity and conductivity; Optical conductivity; Condensed matter physics; Optics; Computer science; Optoelectronics; Mathematics; Machine learning; Quantum mechanics; Combinatorics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001799089,0.0002075294,0.0002140328,0.0004412842,0.0006016074,0.0004705229,0.0005814665,0.0003768112,0.006370482],"category_scores_gemma":[0.000525046,0.0002342971,0.0001327285,0.0005452333,0.0009492591,0.0004248354,0.0004598664,0.0008127081,0.0007320184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007035647,"about_ca_system_score_gemma":0.000353767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002693153,"about_ca_topic_score_gemma":0.006082228,"domain_scores_codex":[0.9997602,0.00001868766,0.00001400861,0.00005725048,0.00007864377,0.0000711894],"domain_scores_gemma":[0.9993805,0.0002183986,0.000128583,0.0001171113,0.00009108074,0.00006435897],"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":[0.0001198056,0.00005731098,0.001792757,0.0000872356,0.00001391388,0.0002423653,0.0002349461,0.0002359881,0.9930654,0.001287533,0.0006053189,0.002257308],"study_design_scores_gemma":[0.000006197715,0.00006945864,0.00560783,0.000008455381,0.00001054125,0.0001275233,0.00009946151,0.001706442,0.9910911,0.000300204,0.0009620519,0.00001085839],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880662,0.0001767395,0.002168896,0.0002108218,0.00002215651,0.000008909003,0.0001930098,0.0001863461,0.008966948],"genre_scores_gemma":[0.9968848,0.00009842065,0.0008741455,0.00005896075,0.000004257312,0.00001063237,0.0001226608,0.00006840956,0.001877725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006370482,"threshold_uncertainty_score":0.0213114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02501738930093137,"score_gpt":0.2629037958303478,"score_spread":0.2378864065294165,"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."}}