{"id":"W6936485747","doi":"10.58079/qy72","title":"Appel à candidatures - « Bourse de doctorat Médias 19 -- valeur de 20 000 $ »","year":2018,"lang":"fr","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Noise (video); Stability (learning theory)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001633191,0.0006920388,0.0007451907,0.0004763491,0.001014137,0.0004733586,0.000607838,0.0008374899,0.05374935],"category_scores_gemma":[0.000643464,0.0007477609,0.000332197,0.0009631481,0.000907168,0.007522934,0.0001236813,0.000873692,0.007887838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255571,"about_ca_system_score_gemma":0.001511727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009450797,"about_ca_topic_score_gemma":0.001276118,"domain_scores_codex":[0.9949363,0.0007340146,0.0009318045,0.0009339586,0.0009196856,0.001544166],"domain_scores_gemma":[0.9959759,0.0004175346,0.0005046438,0.001006494,0.0005289671,0.001566494],"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":[0.001223739,0.001142105,0.007434915,0.0003747648,0.0004997917,0.0004686435,0.0008767029,0.0002221803,0.003837571,0.0800212,0.8891954,0.01470293],"study_design_scores_gemma":[0.005141102,0.001287673,0.09596709,0.0009112178,0.0005975784,0.0007513117,0.0006026746,0.001397899,0.01970821,0.003023659,0.8696498,0.0009617267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1957822,0.08489481,0.03514536,0.4210086,0.05968149,0.006356332,0.01439883,0.001373164,0.1813593],"genre_scores_gemma":[0.6368598,0.003749366,0.003505803,0.2083702,0.02975347,0.0003790821,0.005282349,0.0002066075,0.1118933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4410777,"threshold_uncertainty_score":0.9994974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02173000301557894,"score_gpt":0.3053221482987955,"score_spread":0.2835921452832166,"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."}}