{"id":"W4280588024","doi":"10.1101/2022.05.12.22275000","title":"Academic dependency: the influence of the prevailing international biomedical research agenda on Argentina’s CONICET","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Latin Americans; Institution; Political science; Psychological intervention; Translational research; Social science; Sociology; Public relations; Psychology; Medicine; Law","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.02398584,0.0003832278,0.0008292664,0.008551904,0.004170062,0.01238068,0.0008540773,0.001137995,0.007686288],"category_scores_gemma":[0.05844559,0.0002877898,0.0002741479,0.01584866,0.004693634,0.004293317,0.006024883,0.001386298,0.0004620496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009147891,"about_ca_system_score_gemma":0.01282479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02139877,"about_ca_topic_score_gemma":0.01923792,"domain_scores_codex":[0.9807814,0.008689498,0.002208373,0.002123173,0.004187892,0.002009689],"domain_scores_gemma":[0.9130787,0.048413,0.01689224,0.00343254,0.01026099,0.007922567],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001210899,0.0002720826,0.4616241,0.005995007,0.0003068147,0.003841423,0.1709733,0.0008021414,0.003716449,0.1665,0.02645225,0.1583055],"study_design_scores_gemma":[0.0001388465,0.0002200998,0.5122971,0.004467341,0.0002165343,0.0006928909,0.1576161,0.0008450866,0.001110358,0.01644982,0.3058357,0.0001101679],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7810282,0.01681611,0.00268689,0.03403423,0.0007790307,0.0002900973,0.002313474,0.00009893384,0.161953],"genre_scores_gemma":[0.9915668,0.003758926,0.000818581,0.0008334331,0.0001903079,0.0001209148,0.0005337124,0.00004243724,0.002134843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9958299,"threshold_uncertainty_score":0.1268508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7040941020838678,"score_gpt":0.6273682825226888,"score_spread":0.07672581956117897,"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."}}