{"id":"W4393051924","doi":"10.3917/riges.484.0073","title":"Surexcitation artificielle pour l’IA ?","year":2024,"lang":"fr","type":"article","venue":"Gestion","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002540638,0.000121296,0.00008102459,0.0001179748,0.00005733939,0.0001725992,0.00004284507,0.0001847482,0.0008421356],"category_scores_gemma":[0.0000839316,0.0001432932,0.00005402513,0.0003502371,0.00002103582,0.0001907647,0.000007249916,0.000245138,0.003611317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001264502,"about_ca_system_score_gemma":0.00004564469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004861292,"about_ca_topic_score_gemma":0.000005961123,"domain_scores_codex":[0.9992739,0.00004343771,0.0001820398,0.0001818248,0.0001273412,0.0001914761],"domain_scores_gemma":[0.9996382,0.0001186693,0.00001314101,0.0001088159,0.00005715323,0.00006401083],"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":[0.000001894744,0.00001760448,0.00003072325,0.0001959428,0.00002650139,0.00001621349,0.0006335655,0.8142379,0.0007736244,0.01893332,0.01003357,0.1550992],"study_design_scores_gemma":[0.00007608603,0.00001621198,0.0006887383,0.0003488393,0.00004380803,0.00002123721,0.0001225591,0.9666738,0.0009542953,0.001557657,0.02934268,0.0001540826],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01185571,0.02946368,0.9015148,0.03890652,0.01259822,0.0001287674,0.000021866,0.000970485,0.004539989],"genre_scores_gemma":[0.6001014,0.001424792,0.2753885,0.0000906467,0.002405407,0.00002868658,0.0002064916,0.0001304477,0.1202236],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6261263,"threshold_uncertainty_score":0.9971645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649301577004533,"score_gpt":0.248952521465268,"score_spread":0.2324595056952227,"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."}}