{"id":"W4248028192","doi":"10.7202/1006608ar","title":"Des nouvelles du GRDU","year":2011,"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":"Geology","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":[0.001432295,0.0002657996,0.0004236557,0.0000791498,0.001585358,0.000006171726,0.0003311261,0.001029123,0.01853709],"category_scores_gemma":[0.0005392746,0.0002535538,0.0001822779,0.0003615762,0.000569239,0.0002466045,0.0003077128,0.001610305,0.003597348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000331141,"about_ca_system_score_gemma":0.0007136502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007543715,"about_ca_topic_score_gemma":0.0005340313,"domain_scores_codex":[0.9969276,0.0008950304,0.0004634212,0.0003729801,0.0003028396,0.001038114],"domain_scores_gemma":[0.9978843,0.000555232,0.0001784956,0.0003883621,0.0003155369,0.0006780842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006235895,0.0003012085,0.1361889,0.0008261526,0.00009761831,0.0001698748,0.5524201,2.036928e-7,0.000009118874,0.009993854,0.290002,0.009928652],"study_design_scores_gemma":[0.001982758,0.0004168633,0.3215761,0.0006482925,0.000216599,0.00001048425,0.1293547,0.00008895882,0.0000267271,0.001133488,0.5442091,0.0003358673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8089278,0.01310845,0.0008061408,0.01446483,0.005518368,0.0008128207,0.0001559029,0.0001855004,0.1560201],"genre_scores_gemma":[0.879271,0.007981824,0.003809588,0.01625534,0.002494579,0.00001336345,0.00004378955,0.00005479842,0.09007568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4230654,"threshold_uncertainty_score":0.9999917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07311928528669867,"score_gpt":0.3128099267466213,"score_spread":0.2396906414599226,"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."}}