{"id":"W7117481816","doi":"10.3917/riges.504.0111","title":"Ultimes vibrations","year":2025,"lang":"","type":"article","venue":"Gestion","topic":"Quasicrystal Structures and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001669289,0.0007178361,0.0003179104,0.0006704413,0.0009693335,0.001440196,0.0005289866,0.001066864,0.05250414],"category_scores_gemma":[0.0007540527,0.0002409645,0.0002358017,0.0004273118,0.0008924259,0.001030473,0.001248116,0.001132096,0.01253997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000441008,"about_ca_system_score_gemma":0.0002430738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000443949,"about_ca_topic_score_gemma":0.0003622644,"domain_scores_codex":[0.9996684,0.00003796473,0.000008761124,0.0001082636,0.000116349,0.00006035187],"domain_scores_gemma":[0.999773,0.00005119822,0.00002626113,0.00006343758,0.00005343239,0.00003273704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004607639,0.0001219398,0.001472808,0.00030827,0.00003691692,0.0007301285,0.0008189069,0.004707222,0.240041,0.5179651,0.02124008,0.2120968],"study_design_scores_gemma":[0.000127586,0.0005822065,0.01381949,0.0001994333,0.00005508775,0.004397079,0.00186297,0.08508945,0.1661242,0.3019088,0.4255915,0.0002421957],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1859805,0.002219553,0.1352667,0.002170958,0.003351517,0.0001033526,0.000896851,0.001988856,0.6680219],"genre_scores_gemma":[0.7558768,0.0007813429,0.0128965,0.0005041211,0.000449512,0.00009699116,0.0003856051,0.0004492629,0.2285598],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05250414,"threshold_uncertainty_score":0.1756439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133637444963802,"score_gpt":0.2431259772357687,"score_spread":0.2317896027861307,"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."}}