{"id":"W7098022213","doi":"","title":"Département d’I.R.O., Université de Montréal","year":2008,"lang":"en","type":"article","venue":"","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relation (database); Homogeneous; Limiting","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002381067,0.00003437712,0.00005156663,0.00005332562,0.0002397858,0.00001154009,0.0002068422,0.00002094743,0.002380352],"category_scores_gemma":[0.00004524808,0.00002528791,0.00003872814,0.0002227145,0.00002788017,0.00005523238,0.00007302098,0.00002081925,0.0007277231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000700042,"about_ca_system_score_gemma":0.00001689159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001359868,"about_ca_topic_score_gemma":0.00005104933,"domain_scores_codex":[0.9992954,0.00001802501,0.0001422709,0.0001321503,0.000328918,0.00008327334],"domain_scores_gemma":[0.999438,0.0001308051,0.00003580939,0.0002670764,0.00006818907,0.00006010057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009222976,0.00005350115,0.05854654,1.452486e-7,0.000004206762,0.00001009928,0.0005722248,0.0006324272,0.001237022,0.04887196,0.8675742,0.02248843],"study_design_scores_gemma":[0.0001466939,0.00001627433,0.06088894,4.56473e-7,0.000001613663,0.00001978028,0.0001999166,0.005882888,0.005687112,0.009692308,0.9173983,0.00006568055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6461563,0.00005220373,0.1208099,0.004190863,0.00002297604,0.0001411693,0.000003764714,0.0001793064,0.2284436],"genre_scores_gemma":[0.9274536,0.00002433947,0.004532841,0.0003439186,0.00001319834,0.000004348647,8.219159e-7,0.000001994547,0.06762488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2812974,"threshold_uncertainty_score":0.9985316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1352650815413677,"score_gpt":0.3655398804374083,"score_spread":0.2302747988960406,"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."}}