{"id":"W4287724091","doi":"","title":"On a rank factorisation problem arising in gearbox vibration analysis","year":2020,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Vibration; Rank (graph theory); Factorization; Computer science; Control theory (sociology); Acoustics; Mathematics; Artificial intelligence; Physics; Algorithm; Combinatorics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000718052,0.0001313327,0.0001869652,0.0001585004,0.00006817062,0.0001505561,0.0002113912,0.00008230841,0.0001083346],"category_scores_gemma":[0.0003511539,0.0001367229,0.00008232061,0.0009881918,0.00002805861,0.0001637705,0.00003719245,0.0001978826,0.00003015055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006409232,"about_ca_system_score_gemma":0.0000183035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002330737,"about_ca_topic_score_gemma":0.000747371,"domain_scores_codex":[0.99857,0.0005288403,0.0002757707,0.0002595823,0.0001928895,0.0001729584],"domain_scores_gemma":[0.9988293,0.0004868579,0.00006154699,0.0003278175,0.0001878433,0.0001066097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001073958,0.001245085,0.04500056,0.0006383101,0.001095029,0.00002441486,0.09367129,0.1773234,0.3442468,0.2263464,0.00124748,0.1090539],"study_design_scores_gemma":[0.0006093082,0.000001060272,0.01487385,0.0002187108,0.00008711663,4.691229e-7,0.0002133399,0.8771315,0.1035848,0.001392466,0.001539001,0.0003483852],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8534658,0.0001794717,0.1233705,0.003535329,0.0000512109,0.000201637,0.00000931858,0.0002764606,0.01891032],"genre_scores_gemma":[0.9925801,0.00005629907,0.007011909,0.0001437118,0.00001158733,0.00001193503,0.00009402052,0.00001863511,0.00007176372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6998081,"threshold_uncertainty_score":0.5575398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168620393458838,"score_gpt":0.1999731633453025,"score_spread":0.1882869594107141,"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."}}