{"id":"W4236500671","doi":"10.7202/1035429ar","title":"Nouvelles du GRDU","year":2014,"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":"Philosophy","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":[0.002384147,0.0002685311,0.0004960105,0.00007493772,0.001382443,0.00001105089,0.0003269921,0.001159476,0.006492744],"category_scores_gemma":[0.001187645,0.0002592465,0.0001858346,0.0003256643,0.0002605483,0.000164985,0.0002985579,0.001948574,0.004919912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002837088,"about_ca_system_score_gemma":0.000558023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002193749,"about_ca_topic_score_gemma":0.0002195281,"domain_scores_codex":[0.9961839,0.001511201,0.0004829699,0.0004136832,0.0004062126,0.001001977],"domain_scores_gemma":[0.9968243,0.001573328,0.000200956,0.0004642628,0.0002642926,0.0006728428],"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":[0.0000346719,0.0001825034,0.04084459,0.0008535866,0.00007107554,0.0000369177,0.1466211,0.000003881366,0.00001449264,0.0280919,0.7661101,0.01713524],"study_design_scores_gemma":[0.001890919,0.000256166,0.05349625,0.0003776483,0.0001200326,0.000003988545,0.02139796,0.001003005,0.000005497441,0.0003344897,0.9208723,0.000241729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.563772,0.008427863,0.00366645,0.2560444,0.01420383,0.001192794,0.0001827436,0.0002947233,0.1522153],"genre_scores_gemma":[0.8181015,0.00288216,0.001019615,0.04922905,0.006908407,0.00001016596,0.0000819925,0.00005096467,0.1217162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2543295,"threshold_uncertainty_score":0.999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0234869722275705,"score_gpt":0.3031162022847725,"score_spread":0.279629230057202,"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."}}