{"id":"W4233584420","doi":"10.4000/etudesafricaines.14299","title":"Varia","year":2011,"lang":"en","type":"paratext","venue":"Cahiers d études africaines","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001728988,0.0009505719,0.0007430572,0.002135736,0.003210523,0.008344947,0.001110041,0.00296722,0.591831],"category_scores_gemma":[0.005120255,0.0003144158,0.0004839307,0.002325049,0.001134309,0.004465185,0.003299079,0.003515037,0.35128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002805806,"about_ca_system_score_gemma":0.003262581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005567952,"about_ca_topic_score_gemma":0.009817021,"domain_scores_codex":[0.9984786,0.0003891332,0.00005045086,0.0002269519,0.000536823,0.0003180593],"domain_scores_gemma":[0.9981934,0.0003842534,0.0001072968,0.0001829645,0.0006946633,0.0004373847],"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":[0.00004644425,0.00001221646,0.000069409,0.0001166966,0.000001355738,0.0000480115,0.0001788902,0.00002709829,0.0001699964,0.009752724,0.9636396,0.02593761],"study_design_scores_gemma":[0.000003083833,0.000003065495,0.0001272043,0.00004898454,8.977771e-7,0.00002072159,0.00008853726,0.00001765841,0.00005997391,0.0004058616,0.9992218,0.000002199006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007748514,0.004627067,0.0009215454,0.01927513,0.01213923,0.0000844053,0.003241715,0.0008954372,0.9580406],"genre_scores_gemma":[0.002300981,0.0007640561,0.0001664834,0.001041987,0.0009755935,0.0000478386,0.0005519968,0.0002586944,0.9938924],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.408169,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03047756298147282,"score_gpt":0.2586007749758379,"score_spread":0.2281232119943651,"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."}}