{"id":"W4405132954","doi":"","title":"Architecture et intelligence artificielle : quels enjeux ?","year":2024,"lang":"fr","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007858867,0.001274255,0.001566458,0.002027873,0.002793457,0.01882721,0.001987416,0.009049062,0.01996409],"category_scores_gemma":[0.009639909,0.0004838546,0.0007361479,0.002878306,0.01816269,0.03109062,0.00425452,0.01244481,0.005549025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00583843,"about_ca_system_score_gemma":0.003057898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006616643,"about_ca_topic_score_gemma":0.005425268,"domain_scores_codex":[0.9959542,0.002047565,0.0001409942,0.000547359,0.000934378,0.0003755431],"domain_scores_gemma":[0.9905928,0.006129236,0.0002453326,0.0008471335,0.001488542,0.0006969234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002911494,0.00003128735,0.0001716911,0.0002031228,0.00001387583,0.00004712234,0.0009808968,0.0004489461,0.0001490774,0.898651,0.03854709,0.06072679],"study_design_scores_gemma":[0.00001148833,0.00001678824,0.000203016,0.0003417673,0.000007191729,0.000136364,0.001594948,0.001185992,0.0001331354,0.677512,0.3188298,0.00002757355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005176263,0.2640941,0.04703074,0.4298673,0.0136256,0.00003303499,0.0001648294,0.0002964163,0.2397118],"genre_scores_gemma":[0.2792171,0.3613479,0.04234393,0.06797761,0.04862358,0.0003069962,0.0005096339,0.0007895862,0.1988838],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01996409,"threshold_uncertainty_score":0.06678659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299556895149043,"score_gpt":0.2273640331337264,"score_spread":0.214368464182236,"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."}}