{"id":"W4206270098","doi":"10.4000/books.irdeditions.9569","title":"Annexes","year":2016,"lang":"fr","type":"book-chapter","venue":"IRD Éditions eBooks","topic":"African Studies and Geopolitics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0001807881,0.0003970916,0.0004416193,0.0001122609,0.002823947,0.00005543176,0.0003390534,0.0004144387,0.005224239],"category_scores_gemma":[0.00004639333,0.0003504818,0.0003669046,0.00002709135,0.005557925,0.00007283434,0.0001667212,0.0002875203,0.004403439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002539869,"about_ca_system_score_gemma":0.0002430232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003389602,"about_ca_topic_score_gemma":0.0006897489,"domain_scores_codex":[0.9979176,0.00006852137,0.0004138323,0.000440655,0.0004482753,0.0007111105],"domain_scores_gemma":[0.9983895,0.0003998098,0.0002482057,0.0003951692,0.0002670064,0.000300267],"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":[0.000002359258,0.00001320285,0.000008672719,0.00001479337,0.0001173524,0.00002289169,0.001169176,1.462499e-7,0.000001925709,0.9608335,0.01515312,0.02266281],"study_design_scores_gemma":[0.00009108815,0.00005418933,0.00001961777,0.0001748311,0.0000984014,0.00000367376,0.0008227867,3.646652e-7,0.000002851203,0.3685342,0.6298955,0.0003024609],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001140652,0.0004942336,0.0001724918,0.004470041,0.001653502,0.0003026885,0.001345398,0.0001282176,0.9913194],"genre_scores_gemma":[0.05626712,0.0003630384,0.000234649,0.0006524704,0.003289668,0.00004012049,0.00001277042,0.00005499919,0.9390852],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6147424,"threshold_uncertainty_score":0.9998947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04356877200191937,"score_gpt":0.286554707225343,"score_spread":0.2429859352234237,"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."}}