{"id":"W4390033852","doi":"10.2139/ssrn.4653321","title":"Expanded African Parliamentary Index","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Index (typography); Political science; 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":[0.001395331,0.0006675998,0.0005696618,0.009105127,0.002672658,0.004118538,0.0009132344,0.0009682051,0.3654863],"category_scores_gemma":[0.007075363,0.0003436485,0.0002171762,0.009102831,0.0004606702,0.002437334,0.002072046,0.001312743,0.1458623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002141095,"about_ca_system_score_gemma":0.003439823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004237438,"about_ca_topic_score_gemma":0.005371307,"domain_scores_codex":[0.9987197,0.00015954,0.00009880975,0.0001046488,0.0006937269,0.000223535],"domain_scores_gemma":[0.99762,0.0003594409,0.0002516612,0.0002080452,0.001181621,0.0003791935],"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":[0.00007744596,0.00002441549,0.0003561521,0.0003536433,0.00000417689,0.0000863198,0.0001702052,0.00009481009,0.0003123142,0.01634507,0.8791209,0.1030545],"study_design_scores_gemma":[0.000002540701,0.000003721824,0.001120246,0.00006491679,0.000001112396,0.00002718024,0.00005973301,0.0000277388,0.0001069017,0.0007651081,0.9978179,0.000003014028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.003707389,0.005014187,0.0007771284,0.006191077,0.009701028,0.0003076327,0.03604993,0.0005185677,0.9377331],"genre_scores_gemma":[0.02183023,0.004067342,0.001198483,0.001161053,0.002966122,0.0004409625,0.01340118,0.0003116175,0.954623],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.3654863,"threshold_uncertainty_score":0.9050568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152574590784466,"score_gpt":0.2855259616464606,"score_spread":0.2740002157386159,"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."}}