{"id":"W4311719150","doi":"","title":"Comparaison de trois méthodes de mesures optiques plein champ pour la caractérisation des vibrations de flexion","year":2022,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Optical measurement and interference techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Physics","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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01986431,0.0006295186,0.0006340296,0.0003695015,0.001123775,0.001733128,0.002917808,0.0005046516,0.0005065202],"category_scores_gemma":[0.003628367,0.0007296814,0.0004017081,0.0006736194,0.0006363604,0.0008501583,0.001812911,0.001458917,0.00003584021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136664,"about_ca_system_score_gemma":0.001674401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008801981,"about_ca_topic_score_gemma":0.003850185,"domain_scores_codex":[0.9715196,0.02457531,0.0009683197,0.001161373,0.0007978157,0.0009775902],"domain_scores_gemma":[0.9908555,0.003600649,0.0007732141,0.002081512,0.002230607,0.0004585159],"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":[0.0000510799,0.001291911,0.01273835,0.000217234,0.0001195392,0.00001280752,0.04625736,0.0007607804,0.04424061,0.8517593,0.001352679,0.04119838],"study_design_scores_gemma":[0.0006367824,0.00001205877,0.05311403,0.003170754,0.0001187706,0.00008980803,0.0009658056,0.3698401,0.4255797,0.1312964,0.0139215,0.001254296],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1511487,0.00112239,0.7795458,0.01702485,0.0001617489,0.0005768632,0.00004676448,0.000677406,0.04969547],"genre_scores_gemma":[0.5961536,0.001079293,0.3990035,0.0001759301,0.00004625196,0.0002710355,0.0001414738,0.00004617337,0.003082823],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7204629,"threshold_uncertainty_score":0.9995154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0759561448870723,"score_gpt":0.3263890129257149,"score_spread":0.2504328680386426,"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."}}