{"id":"W6928941940","doi":"10.4224/23000887","title":"Les mégatélescopes","year":2016,"lang":"fr","type":"article","venue":"NPARC","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007394271,0.000577737,0.000343634,0.0008718752,0.001127223,0.001408286,0.0005540084,0.001021702,0.1830755],"category_scores_gemma":[0.00404609,0.0002129446,0.0003032213,0.0003976217,0.0006495955,0.0006301582,0.001066161,0.001548917,0.04236242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000734696,"about_ca_system_score_gemma":0.001134505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00596407,"about_ca_topic_score_gemma":0.005462191,"domain_scores_codex":[0.9992979,0.000157927,0.00002854078,0.0001080155,0.000307375,0.0001001933],"domain_scores_gemma":[0.9981408,0.0004056922,0.0001725972,0.0002285767,0.000667693,0.0003845966],"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":[0.000394857,0.00008522451,0.01746982,0.0004599445,0.00007380802,0.01174632,0.0005112506,0.000186294,0.006543342,0.0134352,0.7238543,0.2252396],"study_design_scores_gemma":[0.00003298679,0.0000391147,0.01692154,0.0001611884,0.00001102221,0.003813633,0.0002591076,0.0001038734,0.001220173,0.0005191648,0.9769071,0.00001100028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1234369,0.0197801,0.003069713,0.05023754,0.05328287,0.0003435063,0.01164609,0.002442516,0.7357607],"genre_scores_gemma":[0.1758248,0.007003291,0.002038858,0.002870329,0.00527488,0.00009670262,0.005140081,0.000515071,0.801236],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1830755,"threshold_uncertainty_score":0.6124487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191232576808206,"score_gpt":0.2755141788495122,"score_spread":0.2536018530814301,"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."}}