{"id":"W2480368149","doi":"10.1522/24808201","title":"Robert Guelluy","year":2006,"lang":"fr","type":"book","venue":"Classiques des sciences sociales.","topic":"African Studies and Ethnography","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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"],"consensus_categories":["sts"],"category_scores_codex":[0.002156348,0.0009381451,0.001234922,0.0003929709,0.01115234,0.0005339367,0.001981713,0.001192292,0.0006972131],"category_scores_gemma":[0.0001777496,0.0009164034,0.001119847,0.002775007,0.2964495,0.0007600577,0.0005325754,0.0008823732,0.0005956147],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00770309,"about_ca_system_score_gemma":0.007950204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03279943,"about_ca_topic_score_gemma":0.04295227,"domain_scores_codex":[0.9925061,0.0009642462,0.00101215,0.001454785,0.001861067,0.002201589],"domain_scores_gemma":[0.9967755,0.0009331312,0.0009243939,0.0004049383,0.0005137902,0.0004482101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004376775,0.0001197043,0.003305486,0.0001010796,0.00009352649,0.00002018138,0.005166634,0.00001890551,0.000003819111,0.6048692,0.3702135,0.01608364],"study_design_scores_gemma":[0.0001303904,0.0002375062,0.0005940308,0.0003017871,0.0001486818,0.000002749884,0.003512424,0.00003876951,0.000003161029,0.2392311,0.7549319,0.0008675857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001191277,0.01575985,0.0004666461,0.00310386,0.002724776,0.0005730581,0.0001012158,0.0003402685,0.9757391],"genre_scores_gemma":[0.07928584,0.005441522,0.003710644,0.000922528,0.004666092,0.00004703778,0.00004294002,0.00009249123,0.9057909],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3847184,"threshold_uncertainty_score":0.9993287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1299743823786842,"score_gpt":0.3490586840214505,"score_spread":0.2190843016427663,"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."}}