{"id":"W4411057092","doi":"10.1103/mhmc-s7mf","title":"Stringent requirements for detecting light-induced gravitational effects using interferometry","year":2025,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Statistical and numerical algorithms","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Alliance de recherche numérique du Canada","keywords":"Interferometry; Gravitational wave; Computer science; Remote sensing; Physics; Environmental science; Optics; Astronomy; Geology","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":[0.01249337,0.001056924,0.002573575,0.001712322,0.0009699382,0.003270065,0.002581133,0.004678548,0.003195636],"category_scores_gemma":[0.04429413,0.001087939,0.0008711129,0.001188868,0.00398189,0.004813682,0.00403293,0.005460448,0.003127647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061458,"about_ca_system_score_gemma":0.002202482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008788162,"about_ca_topic_score_gemma":0.0009331653,"domain_scores_codex":[0.988355,0.003711184,0.0006806757,0.001173298,0.00546744,0.0006123006],"domain_scores_gemma":[0.9698029,0.01911342,0.00277783,0.003312461,0.004383726,0.0006096872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009136357,0.0002244664,0.007896282,0.00583385,0.0004821731,0.0004982897,0.0002685588,0.010128,0.162653,0.5732399,0.03527358,0.2025883],"study_design_scores_gemma":[0.0003354315,0.0007687411,0.01126786,0.001389589,0.0003554253,0.001887725,0.0002501009,0.04062551,0.08940097,0.7170296,0.136377,0.0003119146],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06448959,0.1205104,0.698597,0.04673928,0.007045771,0.0005771252,0.001994831,0.002077843,0.05796816],"genre_scores_gemma":[0.6522589,0.05550179,0.2635786,0.01292324,0.007143318,0.001386531,0.002177835,0.000461936,0.004567988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01249337,"threshold_uncertainty_score":0.06607205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06768695714701009,"score_gpt":0.5086812902542944,"score_spread":0.4409943331072843,"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."}}