{"id":"W4236148311","doi":"10.4000/etudesafricaines.14408","title":"Varia","year":2012,"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":[0.00162246,0.0009423718,0.000756846,0.002238088,0.002983152,0.00843598,0.001107817,0.00290067,0.6023967],"category_scores_gemma":[0.005231767,0.0003003723,0.0004688211,0.00238529,0.001050479,0.004455447,0.003153921,0.003277656,0.3554358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002472437,"about_ca_system_score_gemma":0.00281873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005056771,"about_ca_topic_score_gemma":0.00888173,"domain_scores_codex":[0.9985592,0.0003674154,0.00004741303,0.0002163923,0.0005167091,0.0002928835],"domain_scores_gemma":[0.9982851,0.0003432438,0.0001019522,0.0001722518,0.0006516319,0.000445674],"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":[0.00004729882,0.00001352145,0.00006566016,0.0001104488,0.000001367821,0.00004762976,0.000183256,0.00002512913,0.0001856772,0.009323614,0.9612572,0.02873927],"study_design_scores_gemma":[0.000003355066,0.000003189587,0.0001235961,0.0000461542,8.57537e-7,0.00002155833,0.00008191093,0.00001841426,0.00005976153,0.000439019,0.9991999,0.000002152452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007919215,0.00506239,0.001038141,0.01846677,0.01133417,0.0000847635,0.003228752,0.001119298,0.9588738],"genre_scores_gemma":[0.002441518,0.0007494228,0.0001855656,0.001067638,0.001069291,0.00004803609,0.0005359309,0.0003136932,0.9935889],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3976033,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02456162885392798,"score_gpt":0.2684752122498448,"score_spread":0.2439135833959168,"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."}}