{"id":"W4239549410","doi":"10.7202/039543ar","title":"Des nouvelles du GRDU","year":2009,"lang":"fr","type":"article","venue":"Diversité urbaine","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001344072,0.0002723311,0.0004535564,0.00008046044,0.001791461,0.00001265349,0.0002946313,0.001019737,0.004929793],"category_scores_gemma":[0.0006315035,0.0002630421,0.0001891313,0.0004386058,0.0003213315,0.0002418519,0.0001301235,0.001733718,0.001976335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004436348,"about_ca_system_score_gemma":0.000708565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001278655,"about_ca_topic_score_gemma":0.0001566951,"domain_scores_codex":[0.9969164,0.0007990405,0.0004665341,0.0003764322,0.0003653022,0.001076263],"domain_scores_gemma":[0.997858,0.0006603022,0.000162647,0.0003614959,0.0002915953,0.0006658854],"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":[0.00006193332,0.000371178,0.03223601,0.0005161376,0.00006219562,0.0001956337,0.2763554,0.000003615341,0.00003761831,0.01222097,0.6272819,0.05065744],"study_design_scores_gemma":[0.00204689,0.0005748922,0.2660702,0.0006452985,0.0001444042,0.000009867579,0.0481276,0.0001996789,0.00001197349,0.001430922,0.6804428,0.000295423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7562447,0.02057345,0.0007551685,0.1509665,0.00365493,0.0008329222,0.0001280158,0.0002065755,0.06663781],"genre_scores_gemma":[0.8637591,0.008673392,0.001657227,0.0472354,0.003385692,0.000003983714,0.00005881879,0.00002702988,0.07519936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2338342,"threshold_uncertainty_score":0.9999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03420796524553755,"score_gpt":0.323138512035553,"score_spread":0.2889305467900155,"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."}}