{"id":"W286861927","doi":"10.5281/zenodo.20716208","title":"USL proposals to the governments of the South Asian and Sub-Saharan African countries, and the African Union (Draft 1)","year":2015,"lang":"en","type":"preprint","venue":"viXra","topic":"International Development and Aid","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hyperion Technologies (Canada)","funders":"","keywords":"Prosperity; Treaty; China; Economic growth; Development economics; Redistribution (election); Political science; Economics; Politics","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":[0.002067037,0.0001518671,0.000203594,0.00003252627,0.0004398917,0.0001980363,0.0006871423,0.00009851725,0.00002653726],"category_scores_gemma":[0.0002652761,0.0000728593,0.00005094724,0.0001586857,0.0007264099,0.00005233777,0.000698461,0.0002319751,0.000008605813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001668282,"about_ca_system_score_gemma":0.0004602778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002108367,"about_ca_topic_score_gemma":0.002232984,"domain_scores_codex":[0.997922,0.0004155005,0.0002242236,0.000241155,0.0009932781,0.0002038626],"domain_scores_gemma":[0.9991547,0.0001017784,0.0002414575,0.0002569849,0.0001680321,0.00007697488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006126781,0.0001086983,0.02909254,0.0001365874,0.0005352019,0.00000467307,0.5681464,0.0000304984,0.00007432714,0.3276073,0.06408677,0.00956429],"study_design_scores_gemma":[0.0009113325,0.00004378183,0.05572057,0.0002806212,0.0001059876,0.000001666786,0.02374045,0.00005520184,0.0002279551,0.02679837,0.8917115,0.0004025121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4999857,0.001213174,0.00007795876,0.23261,0.003147131,0.004424246,0.0005810746,0.00006304374,0.2578976],"genre_scores_gemma":[0.9956788,0.0002106882,0.00003697084,0.000426135,0.0002492672,0.0000482198,0.000004934566,0.00001049542,0.003334432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8276248,"threshold_uncertainty_score":0.3383336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165833732217647,"score_gpt":0.2588363949831651,"score_spread":0.2422530217614004,"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."}}