{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000849752,0.0005012082,0.0002820747,0.001709764,0.00350872,0.005161442,0.0006833161,0.001554887,0.4527807],"category_scores_gemma":[0.00222825,0.0001545263,0.0003623933,0.001200647,0.0007361998,0.001725496,0.001890507,0.001149987,0.1750041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001737323,"about_ca_system_score_gemma":0.001970982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008488092,"about_ca_topic_score_gemma":0.01394541,"domain_scores_codex":[0.9993724,0.0001333081,0.00002085851,0.0001081301,0.0002478372,0.0001174912],"domain_scores_gemma":[0.9989762,0.0001392838,0.00006199093,0.0001490494,0.0004164183,0.0002569389],"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":[0.0000858139,0.00006794604,0.001476681,0.0001949545,0.00000865638,0.000221352,0.001103358,0.00005571404,0.000942675,0.08237106,0.6061255,0.3073462],"study_design_scores_gemma":[0.000003271205,0.000007536471,0.0008787356,0.0000447966,0.000001642075,0.00009952835,0.0002372164,0.00002182912,0.0001619419,0.001710969,0.9968292,0.000003370714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003396344,0.002949734,0.001168542,0.007472538,0.002464601,0.00004468784,0.001149963,0.0005541189,0.9807996],"genre_scores_gemma":[0.02312481,0.001215987,0.001132235,0.001539429,0.0005008071,0.00004661873,0.000648316,0.0001996031,0.9715921],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5472193,"threshold_uncertainty_score":0,"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."}}