{"id":"W3134337698","doi":"10.3917/afcul.099.0044","title":"Afropéa","year":2015,"lang":"en","type":"article","venue":"Africultures","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Francophone University Association","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001892485,0.00004934116,0.00007089505,0.00001083709,0.0003258364,0.00004803556,0.00011686,0.00005018136,0.00006877317],"category_scores_gemma":[0.0002957376,0.00003578691,0.00003469308,0.00015588,0.00016334,0.00007946572,0.00002248853,0.00004530334,0.000177373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009327491,"about_ca_system_score_gemma":0.00005066704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004449982,"about_ca_topic_score_gemma":0.003857687,"domain_scores_codex":[0.9993623,0.00005816601,0.00005512606,0.00008249123,0.0002625999,0.0001793507],"domain_scores_gemma":[0.9996814,0.00002301283,0.00002002838,0.00004566432,0.00010178,0.0001281672],"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":[0.000001037386,0.00001615141,0.0006703175,4.992388e-7,0.000009104235,0.000004414345,0.115829,7.234129e-7,0.000007209351,0.1831921,0.6997607,0.0005087261],"study_design_scores_gemma":[0.00007708635,0.00001098198,0.001312329,0.000001622642,0.00000429466,1.621298e-7,0.02416067,3.016479e-7,0.00001324628,0.01031788,0.9640338,0.00006759645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02162297,0.00486371,0.000009231873,0.002168204,0.0007131831,0.00008129069,0.000001939739,0.0001360764,0.9704034],"genre_scores_gemma":[0.9646401,0.00007051558,0.0001309442,0.0001610398,0.0007782254,0.000008784377,0.000001310126,0.000002876485,0.03420615],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9430172,"threshold_uncertainty_score":0.6727071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030074180316776,"score_gpt":0.2930938100550268,"score_spread":0.1900863920233492,"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."}}