{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005345415,0.0006903497,0.0004021621,0.001234907,0.004152598,0.002670171,0.000823589,0.001701718,0.006031347],"category_scores_gemma":[0.00438682,0.0002886923,0.0004096081,0.001450261,0.002329826,0.0009571598,0.0009714285,0.003204711,0.0006840592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01471954,"about_ca_system_score_gemma":0.01054308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9228451,"about_ca_topic_score_gemma":0.948127,"domain_scores_codex":[0.9988509,0.0001717684,0.00003739437,0.00009997923,0.0004051565,0.0004346824],"domain_scores_gemma":[0.9984373,0.0002177246,0.0002085859,0.00004604492,0.0005754723,0.0005149103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001170258,0.0007597015,0.6019509,0.0004313889,0.0002237325,0.0133379,0.1744362,0.0009754597,0.007951121,0.01526171,0.01250373,0.1709978],"study_design_scores_gemma":[0.0000267933,0.000230215,0.8902469,0.0002691252,0.00004700585,0.002294762,0.0511764,0.0003150114,0.0007225948,0.000348246,0.05424203,0.00008093622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9619322,0.004751088,0.0002315193,0.002650888,0.0002487891,0.00003981115,0.0007065799,0.00002731026,0.02941165],"genre_scores_gemma":[0.968066,0.003125143,0.0002567127,0.0003473202,0.00009353913,0.00002846871,0.0002577863,0.00002073603,0.02780424],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9228451,"threshold_uncertainty_score":0.1552185,"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."}}