{"id":"W4237624821","doi":"10.7202/000371ar","title":"Des nouvelles du GRDU","year":2008,"lang":"fr","type":"article","venue":"Diversité urbaine","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001041336,0.0002736033,0.0004743334,0.00008150811,0.003213237,0.000005291315,0.0002893674,0.001022554,0.006926179],"category_scores_gemma":[0.0007044856,0.0002662714,0.0002007934,0.0004460912,0.0008338804,0.0002368533,0.0002702528,0.001789571,0.003206288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004534741,"about_ca_system_score_gemma":0.001170076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003777715,"about_ca_topic_score_gemma":0.0002651302,"domain_scores_codex":[0.9967604,0.000899878,0.0004783353,0.0003842395,0.0004098844,0.001067323],"domain_scores_gemma":[0.997479,0.0009520703,0.0001664368,0.0003696737,0.0003402499,0.0006925935],"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":[0.00003682324,0.0002098565,0.1485699,0.000587108,0.00007011046,0.0004056145,0.3161405,0.000002421737,0.00001183705,0.002155074,0.5281505,0.003660238],"study_design_scores_gemma":[0.001976885,0.000248702,0.2477052,0.0004123466,0.00009833911,0.00004575154,0.04624377,0.0001517761,0.00001030578,0.0001834961,0.7026571,0.0002663062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9088393,0.01583046,0.000465868,0.03510294,0.00355062,0.0005951455,0.0001294881,0.0001456433,0.03534051],"genre_scores_gemma":[0.8188959,0.02323551,0.001625046,0.0184175,0.003396992,0.00001018535,0.00006264301,0.00004624868,0.13431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2698967,"threshold_uncertainty_score":0.999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05261350791868427,"score_gpt":0.3142168400867305,"score_spread":0.2616033321680462,"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."}}