{"id":"W6968764832","doi":"10.5281/zenodo.3695755","title":"G20 countries expenditure from 2012 to 2016","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Education in Diverse Contexts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Developed country; Developing country; Health care; Data collection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003910372,0.00009563909,0.0001057735,0.00008229743,0.00264394,0.000840406,0.001096166,0.0000662555,0.1002064],"category_scores_gemma":[0.001688616,0.0001062695,0.00003478575,0.0004055786,0.0001945394,0.0004679788,0.0005817688,0.0001648776,0.07159334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483428,"about_ca_system_score_gemma":0.00001805712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002400652,"about_ca_topic_score_gemma":0.00000563622,"domain_scores_codex":[0.9983422,0.0003672212,0.000158782,0.0003427276,0.0004766244,0.0003124615],"domain_scores_gemma":[0.9987217,0.00006203933,0.00006759724,0.0002436293,0.0004483067,0.0004567862],"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":[0.00002731763,0.0000247934,0.00002914627,0.000006006511,0.00001288205,0.000003279691,0.04099246,0.000006089657,0.0002730059,0.01035738,0.9404244,0.00784317],"study_design_scores_gemma":[0.0001692334,0.00004911765,0.0007300586,0.00001425407,0.00000628411,7.012118e-7,0.007946067,0.00000519403,0.0001063534,0.0001738651,0.9906716,0.0001272802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05663604,0.0006458062,0.003956981,0.1275948,0.00129656,0.001472919,0.001191296,0.002725983,0.8044796],"genre_scores_gemma":[0.9839572,0.0001495185,0.000373884,0.004747727,0.001685268,9.168387e-8,0.0006702197,0.0007733714,0.007642759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9273211,"threshold_uncertainty_score":0.9986545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06068407379158326,"score_gpt":0.2981033082068552,"score_spread":0.2374192344152719,"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."}}