{"id":"W4205510848","doi":"10.1787/24142026","title":"West African Papers","year":2016,"lang":"en","type":"paratext","venue":"The West African papers","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsche Gesellschaft für Internationale Zusammenarbeit; Agencia Española de Cooperación Internacional para el Desarrollo; University of Ghana; FP7 International Cooperation; Eidgenössisches Departement für Auswärtige Angelegenheiten; Ministère de l'Europe et des Affaires Étrangères; Agence Française de Développement; Global Affairs Canada; European Commission; Austrian Development Agency; United States Agency for International Development","keywords":"Multidisciplinary approach; Club; Work (physics); Perspective (graphical); Politics; Political science; Public relations; Library science; Engineering; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001122214,0.0008076697,0.0009313648,0.0001835733,0.001832672,0.0003567509,0.002670483,0.0007351288,0.04425687],"category_scores_gemma":[0.0000790366,0.0005276501,0.0006648235,0.001048473,0.00305362,0.0002543687,0.0001349479,0.0009224713,0.01008383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006257512,"about_ca_system_score_gemma":0.001422307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009836137,"about_ca_topic_score_gemma":0.05305369,"domain_scores_codex":[0.9943295,0.0005793788,0.0007771381,0.001284595,0.001411163,0.001618274],"domain_scores_gemma":[0.9966428,0.0006100261,0.0006260672,0.001295624,0.0001722585,0.000653169],"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":[0.0004611567,0.0008295203,0.0277045,0.0004091901,0.001196568,0.0001518019,0.07297144,0.00001851215,0.001785665,0.003562706,0.806062,0.0848469],"study_design_scores_gemma":[0.0003265234,0.00006099902,0.01013287,0.0001013261,0.0001622308,6.970592e-7,0.008351376,3.340401e-7,0.000007742296,0.0001273541,0.9798692,0.0008593089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003477789,0.001289402,0.000006251878,0.004482582,0.003627564,0.0009067909,0.0005314133,0.0002124373,0.9854658],"genre_scores_gemma":[0.6306902,0.0005887835,0.00001481083,0.0004992944,0.001944586,0.0001117518,0.00008439094,0.0000805393,0.3659856],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6272125,"threshold_uncertainty_score":0.9997175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170722940316209,"score_gpt":0.2719382458269617,"score_spread":0.2548659517953408,"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."}}