{"id":"W6922720566","doi":"10.13140/rg.2.2.33392.16649","title":"MODELING AND VALIDATING OF A TIME ANALYSIS SYSTEM FOR INTEGRATION INTO THE VIRTUAL 3D SOFTWARE PRODUCT","year":2025,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software; Product (mathematics); Software system; Visualization; Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001550921,0.0009365884,0.0005179254,0.0008951822,0.0005088969,0.002010843,0.001390127,0.001132513,0.009506681],"category_scores_gemma":[0.003279189,0.0005225926,0.0008956899,0.000425493,0.0007019797,0.001237794,0.001068416,0.0006287606,0.001683143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009085395,"about_ca_system_score_gemma":0.00180966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0050168,"about_ca_topic_score_gemma":0.002635935,"domain_scores_codex":[0.998944,0.0002093426,0.00007489232,0.0001989303,0.00051683,0.00005600826],"domain_scores_gemma":[0.9985216,0.0004684184,0.0001901653,0.0002953777,0.0004588916,0.00006552649],"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":[0.0007555516,0.0002761412,0.01066511,0.00058647,0.0001217042,0.0008650083,0.002085857,0.6325384,0.1054603,0.02276493,0.005435009,0.2184456],"study_design_scores_gemma":[0.00004618142,0.0002353033,0.001673402,0.00006565857,0.0000711405,0.0001749525,0.00009174256,0.9376159,0.03244526,0.002503125,0.0250251,0.00005231932],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05587792,0.0001330581,0.9248427,0.0002084355,0.0001036172,0.0003304492,0.0004147494,0.01051729,0.007571801],"genre_scores_gemma":[0.6249589,0.0002897371,0.3611994,0.0001076381,0.00003088685,0.0006150277,0.0009345224,0.0009379188,0.01092604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009506681,"threshold_uncertainty_score":0.03180301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763477453824387,"score_gpt":0.3211838693329301,"score_spread":0.2935490947946863,"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."}}