{"id":"W1607800543","doi":"","title":"Modélisation du procédé de trempe au laser appliqué à des composantes mécaniques complexes","year":2013,"lang":"fr","type":"article","venue":"Sémaphore (Université du Québec à Rimouski)","topic":"Laser and Thermal Forming Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université du Québec à Rimouski","keywords":"Physics; Humanities; Materials science; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0003681561,0.0005174344,0.0004392429,0.0003601174,0.0004555386,0.001087866,0.0007512519,0.001301198,0.004469059],"category_scores_gemma":[0.0006266354,0.0003583388,0.000930712,0.0003054733,0.0005475432,0.0006840908,0.0004854479,0.0005201237,0.0007140909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000806457,"about_ca_system_score_gemma":0.001033512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004807446,"about_ca_topic_score_gemma":0.002965429,"domain_scores_codex":[0.9996614,0.00003263973,0.00001491028,0.00007072372,0.0001897462,0.00003062783],"domain_scores_gemma":[0.9997135,0.000116071,0.00003508437,0.0000428505,0.00008186523,0.00001062609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001465771,0.00005623113,0.002988805,0.0002960053,0.00003949478,0.0002943495,0.0002965033,0.8498273,0.118606,0.004125556,0.00054253,0.02278073],"study_design_scores_gemma":[0.00001684017,0.0002363419,0.003191676,0.00003392938,0.00003392672,0.0001759626,0.0001508028,0.9239796,0.06304019,0.001175442,0.007932551,0.0000326716],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4799902,0.0007454174,0.4934385,0.0002983262,0.0001153615,0.0001965459,0.0005055388,0.001513899,0.02319624],"genre_scores_gemma":[0.9376391,0.0004614578,0.04227902,0.00004184436,0.000009909434,0.0002328646,0.0002909703,0.0001378399,0.01890703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004807446,"threshold_uncertainty_score":0.01495051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008495325841328392,"score_gpt":0.1861046008519306,"score_spread":0.1776092750106022,"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."}}