{"id":"W4297071928","doi":"","title":"Modeles stochastiques d'expression des genes","year":2011,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Expression (computer science); Computational biology; Biology; Programming language","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":[0.004425369,0.001434401,0.003427491,0.001333882,0.0009267596,0.003809739,0.003428299,0.004319006,0.006599737],"category_scores_gemma":[0.02031538,0.00176303,0.002080828,0.001700723,0.003897474,0.003160386,0.00197423,0.004508185,0.001507634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00397254,"about_ca_system_score_gemma":0.002222794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01068664,"about_ca_topic_score_gemma":0.008197817,"domain_scores_codex":[0.9978783,0.0009198707,0.00008537746,0.0004515154,0.0004118657,0.0002531236],"domain_scores_gemma":[0.9842897,0.01289556,0.0008393449,0.0005597607,0.000820845,0.0005947656],"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":[0.0001178375,0.00003697191,0.0008104243,0.0001013366,0.00004710254,0.0001524839,0.0001358901,0.8092432,0.001116588,0.1820894,0.002130002,0.004018751],"study_design_scores_gemma":[0.00003075789,0.000008706003,0.0001272186,0.000004870927,0.000008986175,0.00003705972,0.0000108225,0.9604957,0.0001141454,0.03868664,0.0004619812,0.00001323827],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06016843,0.0008385876,0.9217892,0.005512811,0.0003702353,0.00007857119,0.0009595158,0.00108791,0.009194813],"genre_scores_gemma":[0.846637,0.001868699,0.07042327,0.0011642,0.0008088984,0.00081877,0.001715434,0.0007135822,0.0758502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01068664,"threshold_uncertainty_score":0.02882296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02346910363922583,"score_gpt":0.2439955655857859,"score_spread":0.2205264619465601,"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."}}